examples/notebooks/wine/WineNetWIthKotlinDL.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Predict wine quality"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the latest versions of DataFrame and KotlinDL libraries from [version repository](https://github.com/Kotlin/kotlin-jupyter-libraries)."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "pycharm": {
     "is_executing": true
    },
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:53.846037481Z",
     "start_time": "2024-09-18T11:43:48.083966322Z"
    }
   },
   "source": [
    "%useLatestDescriptors\n",
    "%use dataframe, kotlin-dl"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Read the dataframe from CSV and print the first few lines of it"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:55.020001526Z",
     "start_time": "2024-09-18T11:43:53.857695045Z"
    }
   },
   "source": [
    "val rawDf = DataFrame.readCSV(fileOrUrl = \"winequality-red.csv\", delimiter = ';')\n",
    "rawDf.head()"
   ],
   "outputs": [
    {
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       "\n",
       "            let df = table.df\n",
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       "\n",
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       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
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       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
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       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;fixed acidity: Double&bsol;&quot;&gt;fixed acidity&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;volatile acidity: Double&bsol;&quot;&gt;volatile acidity&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.70&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.88&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.76&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.28&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.70&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;citric acid: Double&bsol;&quot;&gt;citric acid&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.04&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;residual sugar: Double&bsol;&quot;&gt;residual sugar&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;chlorides: Double&bsol;&quot;&gt;chlorides&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.076&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.098&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.092&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.075&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.076&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;free sulfur dioxide: Double&bsol;&quot;&gt;free sulfur dioxide&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;15.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;total sulfur dioxide: Double&bsol;&quot;&gt;total sulfur dioxide&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;34.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;67.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;54.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;60.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;34.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;density: Double&bsol;&quot;&gt;density&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9968&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9970&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9980&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pH: Double&bsol;&quot;&gt;pH&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.51&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.20&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.26&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.16&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.51&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sulphates: Double&bsol;&quot;&gt;sulphates&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.68&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.65&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.58&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;alcohol: Double&bsol;&quot;&gt;alcohol&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;quality: Int&bsol;&quot;&gt;quality&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -889192448, rootId: -889192448, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192448) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
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       "            </script>        <html theme='dark'>\n",
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       "            <style type=\"text/css\">\n",
       "                :root {\n",
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       "    --link-color: #296eaa;\n",
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       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
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       "    --text-color: #b3b3b3;\n",
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       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-889192447\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">fixed acidity</th><th class=\"bottomBorder\" style=\"text-align:left\">volatile acidity</th><th class=\"bottomBorder\" style=\"text-align:left\">citric acid</th><th class=\"bottomBorder\" style=\"text-align:left\">residual sugar</th><th class=\"bottomBorder\" style=\"text-align:left\">chlorides</th><th class=\"bottomBorder\" style=\"text-align:left\">free sulfur dioxide</th><th class=\"bottomBorder\" style=\"text-align:left\">total sulfur dioxide</th><th class=\"bottomBorder\" style=\"text-align:left\">density</th><th class=\"bottomBorder\" style=\"text-align:left\">pH</th><th class=\"bottomBorder\" style=\"text-align:left\">sulphates</th><th class=\"bottomBorder\" style=\"text-align:left\">alcohol</th><th class=\"bottomBorder\" style=\"text-align:left\">quality</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">7.400000</td><td  style=\"vertical-align:top\">0.700000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">1.900000</td><td  style=\"vertical-align:top\">0.076000</td><td  style=\"vertical-align:top\">11.000000</td><td  style=\"vertical-align:top\">34.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">3.510000</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">9.400000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">0.880000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">2.600000</td><td  style=\"vertical-align:top\">0.098000</td><td  style=\"vertical-align:top\">25.000000</td><td  style=\"vertical-align:top\">67.000000</td><td  style=\"vertical-align:top\">0.996800</td><td  style=\"vertical-align:top\">3.200000</td><td  style=\"vertical-align:top\">0.680000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">0.760000</td><td  style=\"vertical-align:top\">0.040000</td><td  style=\"vertical-align:top\">2.300000</td><td  style=\"vertical-align:top\">0.092000</td><td  style=\"vertical-align:top\">15.000000</td><td  style=\"vertical-align:top\">54.000000</td><td  style=\"vertical-align:top\">0.997000</td><td  style=\"vertical-align:top\">3.260000</td><td  style=\"vertical-align:top\">0.650000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">11.200000</td><td  style=\"vertical-align:top\">0.280000</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">1.900000</td><td  style=\"vertical-align:top\">0.075000</td><td  style=\"vertical-align:top\">17.000000</td><td  style=\"vertical-align:top\">60.000000</td><td  style=\"vertical-align:top\">0.998000</td><td  style=\"vertical-align:top\">3.160000</td><td  style=\"vertical-align:top\">0.580000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">7.400000</td><td  style=\"vertical-align:top\">0.700000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">1.900000</td><td  style=\"vertical-align:top\">0.076000</td><td  style=\"vertical-align:top\">11.000000</td><td  style=\"vertical-align:top\">34.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">3.510000</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">9.400000</td><td  style=\"vertical-align:top\">5</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192447\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"fixed acidity\",\"volatile acidity\",\"citric acid\",\"residual sugar\",\"chlorides\",\"free sulfur dioxide\",\"total sulfur dioxide\",\"density\",\"pH\",\"sulphates\",\"alcohol\",\"quality\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":5,\"ncol\":12},\"kotlin_dataframe\":[{\"fixed acidity\":7.4,\"volatile acidity\":0.7,\"citric acid\":0.0,\"residual sugar\":1.9,\"chlorides\":0.076,\"free sulfur dioxide\":11.0,\"total sulfur dioxide\":34.0,\"density\":0.9978,\"pH\":3.51,\"sulphates\":0.56,\"alcohol\":9.4,\"quality\":5},{\"fixed acidity\":7.8,\"volatile acidity\":0.88,\"citric acid\":0.0,\"residual sugar\":2.6,\"chlorides\":0.098,\"free sulfur dioxide\":25.0,\"total sulfur dioxide\":67.0,\"density\":0.9968,\"pH\":3.2,\"sulphates\":0.68,\"alcohol\":9.8,\"quality\":5},{\"fixed acidity\":7.8,\"volatile acidity\":0.76,\"citric acid\":0.04,\"residual sugar\":2.3,\"chlorides\":0.092,\"free sulfur dioxide\":15.0,\"total sulfur dioxide\":54.0,\"density\":0.997,\"pH\":3.26,\"sulphates\":0.65,\"alcohol\":9.8,\"quality\":5},{\"fixed acidity\":11.2,\"volatile acidity\":0.28,\"citric acid\":0.56,\"residual sugar\":1.9,\"chlorides\":0.075,\"free sulfur dioxide\":17.0,\"total sulfur dioxide\":60.0,\"density\":0.998,\"pH\":3.16,\"sulphates\":0.58,\"alcohol\":9.8,\"quality\":6},{\"fixed acidity\":7.4,\"volatile acidity\":0.7,\"citric acid\":0.0,\"residual sugar\":1.9,\"chlorides\":0.076,\"free sulfur dioxide\":11.0,\"total sulfur dioxide\":34.0,\"density\":0.9978,\"pH\":3.51,\"sulphates\":0.56,\"alcohol\":9.4,\"quality\":5}]}"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "source": [
    "Note: For formatting, the DataFrame needs to be rendered as HTML. This means that when running in Kotlin Notebook, \"Render DataFrame tables natively\" needs to be turned off."
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:55.638680085Z",
     "start_time": "2024-09-18T11:43:55.039283410Z"
    }
   },
   "source": [
    "rawDf.corr().format { colsOf<Double>() }.with { \n",
    "    linearBg(value = it, from = -1.0 to red, to = 1.0 to green)\n",
    "}"
   ],
   "outputs": [
    {
     "data": {
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       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
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       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192446&quot;&gt;&lt;&sol;table&gt;\n",
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       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 12, columnsCount = 13&lt;&sol;p&gt;\n",
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       "                    } else cell.rightBd = false\n",
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       "            return result\n",
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       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
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       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
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       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;fixed acidity&quot;,&quot;volatile acidity&quot;,&quot;citric acid&quot;,&quot;residual sugar&quot;,&quot;chlorides&quot;,&quot;free sulfur dioxide&quot;,&quot;total sulfur dioxide&quot;,&quot;density&quot;,&quot;pH&quot;,&quot;sulphates&quot;,&quot;alcohol&quot;,&quot;quality&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fixed acidity: Double&bsol;&quot;&gt;fixed acidity&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#a05e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.256131&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#29d500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.671703&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#708e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.114777&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#738b00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.093705&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#936b00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.153794&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#8d7100&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.113181&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#2ad400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.668047&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#d62800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.682978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#689600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.183006&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#877700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.061668&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#6f8f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.124052&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;volatile acidity: Double&bsol;&quot;&gt;volatile acidity&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#a05e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.256131&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#c53900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.552496&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7f7f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.001918&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#778700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.061298&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#807e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.010504&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#758900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.076470&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7c8200&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.022026&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#619d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.234937&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#a05e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.260987&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#996500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.202288&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#b14d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.390558&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;citric acid: Double&bsol;&quot;&gt;citric acid&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#29d500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.671703&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#c53900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.552496&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#6d9100&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.143577&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.203823&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#877700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.060978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7a8400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.035533&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#50ae00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.364947&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#c43a00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.541904&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#57a700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.312770&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#718d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.109903&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#629c00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.226373&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;residual sugar: Double&bsol;&quot;&gt;residual sugar&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#708e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.114777&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7f7f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.001918&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#6d9100&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.143577&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#788600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.055610&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#679700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.187049&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.203028&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#52ac00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.355283&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#8a7400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.085652&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7e8000&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.005527&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7a8400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.042075&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7d8100&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.013732&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;chlorides: Double&bsol;&quot;&gt;chlorides&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#738b00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.093705&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#778700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.061298&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.203823&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#788600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.055610&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7e8000&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.005562&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#798500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.047400&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.200632&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#a15d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.265026&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#50ae00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.371260&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#9b6300&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.221141&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#8f6f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.128907&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;free sulfur dioxide: Double&bsol;&quot;&gt;free sulfur dioxide&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#936b00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.153794&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#807e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.010504&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#877700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.060978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#679700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.187049&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7e8000&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.005562&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#2ad400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.667666&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#827c00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.021946&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#768800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.070377&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#788600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.051658&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#887600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.069408&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#857900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050656&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;total sulfur dioxide: Double&bsol;&quot;&gt;total sulfur dioxide&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#8d7100&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.113181&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#758900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.076470&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7a8400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.035533&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.203028&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#798500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.047400&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#2ad400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.667666&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#768800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.071269&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#877700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.066495&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7a8400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.042947&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#996500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.205654&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#976700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.185100&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;density: Double&bsol;&quot;&gt;density&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#2ad400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.668047&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7c8200&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.022026&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#50ae00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.364947&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#52ac00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.355283&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.200632&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#827c00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.021946&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#768800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.071269&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#ab5300&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.341699&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#6c9200&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.148506&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#be4000&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.496180&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#956900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.174919&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pH: Double&bsol;&quot;&gt;pH&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#d62800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.682978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#619d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.234937&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#c43a00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.541904&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#8a7400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.085652&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#a15d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.265026&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#768800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.070377&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#877700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.066495&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#ab5300&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.341699&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#986600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.196648&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.205633&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#867800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.057731&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sulphates: Double&bsol;&quot;&gt;sulphates&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#689600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.183006&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#a05e00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.260987&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#57a700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.312770&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7e8000&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.005527&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#50ae00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.371260&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#788600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.051658&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7a8400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.042947&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#6c9200&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.148506&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#986600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.196648&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#738b00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.093595&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#5f9f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.251397&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;alcohol: Double&bsol;&quot;&gt;alcohol&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#877700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.061668&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#996500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.202288&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#718d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.109903&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7a8400&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.042075&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#9b6300&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.221141&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#887600&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.069408&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#996500&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.205654&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#be4000&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.496180&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#659900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.205633&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#738b00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.093595&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#42bc00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.476166&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;quality: Double&bsol;&quot;&gt;quality&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#6f8f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.124052&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#b14d00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.390558&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#629c00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.226373&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#7d8100&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.013732&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#8f6f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.128907&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#857900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050656&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#976700&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.185100&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#956900&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.174919&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#867800&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.057731&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#5f9f00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.251397&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#42bc00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.476166&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#00ff00&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "], id: -889192446, rootId: -889192446, totalRows: 12 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192446) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
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       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
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       "            <table class=\"dataframe\" id=\"static_df_-889192445\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">fixed acidity</th><th class=\"bottomBorder\" style=\"text-align:left\">volatile acidity</th><th class=\"bottomBorder\" style=\"text-align:left\">citric acid</th><th class=\"bottomBorder\" style=\"text-align:left\">residual sugar</th><th class=\"bottomBorder\" style=\"text-align:left\">chlorides</th><th class=\"bottomBorder\" style=\"text-align:left\">free sulfur dioxide</th><th class=\"bottomBorder\" style=\"text-align:left\">total sulfur dioxide</th><th class=\"bottomBorder\" style=\"text-align:left\">density</th><th class=\"bottomBorder\" style=\"text-align:left\">pH</th><th class=\"bottomBorder\" style=\"text-align:left\">sulphates</th><th class=\"bottomBorder\" style=\"text-align:left\">alcohol</th><th class=\"bottomBorder\" style=\"text-align:left\">quality</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">fixed acidity</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.256131</td><td  style=\"vertical-align:top\">0.671703</td><td  style=\"vertical-align:top\">0.114777</td><td  style=\"vertical-align:top\">0.093705</td><td  style=\"vertical-align:top\">-0.153794</td><td  style=\"vertical-align:top\">-0.113181</td><td  style=\"vertical-align:top\">0.668047</td><td  style=\"vertical-align:top\">-0.682978</td><td  style=\"vertical-align:top\">0.183006</td><td  style=\"vertical-align:top\">-0.061668</td><td  style=\"vertical-align:top\">0.124052</td></tr><tr><td  style=\"vertical-align:top\">volatile acidity</td><td  style=\"vertical-align:top\">-0.256131</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.552496</td><td  style=\"vertical-align:top\">0.001918</td><td  style=\"vertical-align:top\">0.061298</td><td  style=\"vertical-align:top\">-0.010504</td><td  style=\"vertical-align:top\">0.076470</td><td  style=\"vertical-align:top\">0.022026</td><td  style=\"vertical-align:top\">0.234937</td><td  style=\"vertical-align:top\">-0.260987</td><td  style=\"vertical-align:top\">-0.202288</td><td  style=\"vertical-align:top\">-0.390558</td></tr><tr><td  style=\"vertical-align:top\">citric acid</td><td  style=\"vertical-align:top\">0.671703</td><td  style=\"vertical-align:top\">-0.552496</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.143577</td><td  style=\"vertical-align:top\">0.203823</td><td  style=\"vertical-align:top\">-0.060978</td><td  style=\"vertical-align:top\">0.035533</td><td  style=\"vertical-align:top\">0.364947</td><td  style=\"vertical-align:top\">-0.541904</td><td  style=\"vertical-align:top\">0.312770</td><td  style=\"vertical-align:top\">0.109903</td><td  style=\"vertical-align:top\">0.226373</td></tr><tr><td  style=\"vertical-align:top\">residual sugar</td><td  style=\"vertical-align:top\">0.114777</td><td  style=\"vertical-align:top\">0.001918</td><td  style=\"vertical-align:top\">0.143577</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.055610</td><td  style=\"vertical-align:top\">0.187049</td><td  style=\"vertical-align:top\">0.203028</td><td  style=\"vertical-align:top\">0.355283</td><td  style=\"vertical-align:top\">-0.085652</td><td  style=\"vertical-align:top\">0.005527</td><td  style=\"vertical-align:top\">0.042075</td><td  style=\"vertical-align:top\">0.013732</td></tr><tr><td  style=\"vertical-align:top\">chlorides</td><td  style=\"vertical-align:top\">0.093705</td><td  style=\"vertical-align:top\">0.061298</td><td  style=\"vertical-align:top\">0.203823</td><td  style=\"vertical-align:top\">0.055610</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.005562</td><td  style=\"vertical-align:top\">0.047400</td><td  style=\"vertical-align:top\">0.200632</td><td  style=\"vertical-align:top\">-0.265026</td><td  style=\"vertical-align:top\">0.371260</td><td  style=\"vertical-align:top\">-0.221141</td><td  style=\"vertical-align:top\">-0.128907</td></tr><tr><td  style=\"vertical-align:top\">free sulfur dioxide</td><td  style=\"vertical-align:top\">-0.153794</td><td  style=\"vertical-align:top\">-0.010504</td><td  style=\"vertical-align:top\">-0.060978</td><td  style=\"vertical-align:top\">0.187049</td><td  style=\"vertical-align:top\">0.005562</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.667666</td><td  style=\"vertical-align:top\">-0.021946</td><td  style=\"vertical-align:top\">0.070377</td><td  style=\"vertical-align:top\">0.051658</td><td  style=\"vertical-align:top\">-0.069408</td><td  style=\"vertical-align:top\">-0.050656</td></tr><tr><td  style=\"vertical-align:top\">total sulfur dioxide</td><td  style=\"vertical-align:top\">-0.113181</td><td  style=\"vertical-align:top\">0.076470</td><td  style=\"vertical-align:top\">0.035533</td><td  style=\"vertical-align:top\">0.203028</td><td  style=\"vertical-align:top\">0.047400</td><td  style=\"vertical-align:top\">0.667666</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.071269</td><td  style=\"vertical-align:top\">-0.066495</td><td  style=\"vertical-align:top\">0.042947</td><td  style=\"vertical-align:top\">-0.205654</td><td  style=\"vertical-align:top\">-0.185100</td></tr><tr><td  style=\"vertical-align:top\">density</td><td  style=\"vertical-align:top\">0.668047</td><td  style=\"vertical-align:top\">0.022026</td><td  style=\"vertical-align:top\">0.364947</td><td  style=\"vertical-align:top\">0.355283</td><td  style=\"vertical-align:top\">0.200632</td><td  style=\"vertical-align:top\">-0.021946</td><td  style=\"vertical-align:top\">0.071269</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.341699</td><td  style=\"vertical-align:top\">0.148506</td><td  style=\"vertical-align:top\">-0.496180</td><td  style=\"vertical-align:top\">-0.174919</td></tr><tr><td  style=\"vertical-align:top\">pH</td><td  style=\"vertical-align:top\">-0.682978</td><td  style=\"vertical-align:top\">0.234937</td><td  style=\"vertical-align:top\">-0.541904</td><td  style=\"vertical-align:top\">-0.085652</td><td  style=\"vertical-align:top\">-0.265026</td><td  style=\"vertical-align:top\">0.070377</td><td  style=\"vertical-align:top\">-0.066495</td><td  style=\"vertical-align:top\">-0.341699</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.196648</td><td  style=\"vertical-align:top\">0.205633</td><td  style=\"vertical-align:top\">-0.057731</td></tr><tr><td  style=\"vertical-align:top\">sulphates</td><td  style=\"vertical-align:top\">0.183006</td><td  style=\"vertical-align:top\">-0.260987</td><td  style=\"vertical-align:top\">0.312770</td><td  style=\"vertical-align:top\">0.005527</td><td  style=\"vertical-align:top\">0.371260</td><td  style=\"vertical-align:top\">0.051658</td><td  style=\"vertical-align:top\">0.042947</td><td  style=\"vertical-align:top\">0.148506</td><td  style=\"vertical-align:top\">-0.196648</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.093595</td><td  style=\"vertical-align:top\">0.251397</td></tr><tr><td  style=\"vertical-align:top\">alcohol</td><td  style=\"vertical-align:top\">-0.061668</td><td  style=\"vertical-align:top\">-0.202288</td><td  style=\"vertical-align:top\">0.109903</td><td  style=\"vertical-align:top\">0.042075</td><td  style=\"vertical-align:top\">-0.221141</td><td  style=\"vertical-align:top\">-0.069408</td><td  style=\"vertical-align:top\">-0.205654</td><td  style=\"vertical-align:top\">-0.496180</td><td  style=\"vertical-align:top\">0.205633</td><td  style=\"vertical-align:top\">0.093595</td><td 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dioxide\":-0.20565394374367177,\"density\":-0.4961797702417023,\"pH\":0.20563250850549894,\"sulphates\":0.09359475041046762,\"alcohol\":1.0,\"quality\":0.47616632400114156},{\"column\":\"quality\",\"fixed acidity\":0.1240516491132247,\"volatile acidity\":-0.3905577802640094,\"citric acid\":0.2263725143180432,\"residual sugar\":0.013731637340066346,\"chlorides\":-0.12890655993005312,\"free sulfur dioxide\":-0.05065605724427643,\"total sulfur dioxide\":-0.18510028892653843,\"density\":-0.1749192277833492,\"pH\":-0.0577313912053823,\"sulphates\":0.25139707906926206,\"alcohol\":0.47616632400114156,\"quality\":1.0}]}"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Based on the correlation, we can remove some columns, they seem to be insignificant"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:56.636374834Z",
     "start_time": "2024-09-18T11:43:55.823846232Z"
    }
   },
   "source": [
    "val df = rawDf.remove { `free sulfur dioxide` and `residual sugar` and pH }\n",
    "df"
   ],
   "outputs": [
    {
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       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192442&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 1599 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1599, columnsCount = 9&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;fixed acidity: Double&bsol;&quot;&gt;fixed acidity&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5.6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;volatile acidity: Double&bsol;&quot;&gt;volatile acidity&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.880&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.760&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.280&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.600&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.650&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.580&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.580&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.615&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.610&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.620&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.620&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.280&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.560&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.590&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.320&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;citric acid: Double&bsol;&quot;&gt;citric acid&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.04&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.06&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.02&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.36&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.08&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.36&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.29&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.18&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.19&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.28&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.08&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.51&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;chlorides: Double&bsol;&quot;&gt;chlorides&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.076&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.098&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.092&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.075&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.076&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.075&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.069&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.065&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.073&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.071&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.097&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.071&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.089&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.114&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.176&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.170&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.092&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.368&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.086&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.341&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;total sulfur dioxide: Double&bsol;&quot;&gt;total sulfur dioxide&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;34.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;67.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;54.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;60.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;34.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;40.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;59.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;21.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;102.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;65.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;102.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;59.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;145.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;148.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;103.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;56.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;56.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;density: Double&bsol;&quot;&gt;density&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99780&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99680&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99800&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99780&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99780&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99640&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99460&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99680&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99780&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99590&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99780&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99430&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99740&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99860&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99860&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99690&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99680&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99740&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.99690&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sulphates: Double&bsol;&quot;&gt;sulphates&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.68&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.65&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.58&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.46&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.47&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.57&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.54&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.52&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.56&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.88&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.93&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.75&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.28&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.50&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.08&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;alcohol: Double&bsol;&quot;&gt;alcohol&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.200000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.900000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.100000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.200000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.200000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.300000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.200000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
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       "            <table class=\"dataframe\" id=\"static_df_-889192441\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">fixed acidity</th><th class=\"bottomBorder\" style=\"text-align:left\">volatile acidity</th><th class=\"bottomBorder\" style=\"text-align:left\">citric acid</th><th class=\"bottomBorder\" style=\"text-align:left\">chlorides</th><th class=\"bottomBorder\" style=\"text-align:left\">total sulfur dioxide</th><th class=\"bottomBorder\" style=\"text-align:left\">density</th><th class=\"bottomBorder\" style=\"text-align:left\">sulphates</th><th class=\"bottomBorder\" style=\"text-align:left\">alcohol</th><th class=\"bottomBorder\" style=\"text-align:left\">quality</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">7.400000</td><td  style=\"vertical-align:top\">0.700000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.076000</td><td  style=\"vertical-align:top\">34.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">9.400000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">0.880000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.098000</td><td  style=\"vertical-align:top\">67.000000</td><td  style=\"vertical-align:top\">0.996800</td><td  style=\"vertical-align:top\">0.680000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">0.760000</td><td  style=\"vertical-align:top\">0.040000</td><td  style=\"vertical-align:top\">0.092000</td><td  style=\"vertical-align:top\">54.000000</td><td  style=\"vertical-align:top\">0.997000</td><td  style=\"vertical-align:top\">0.650000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">11.200000</td><td  style=\"vertical-align:top\">0.280000</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">0.075000</td><td  style=\"vertical-align:top\">60.000000</td><td  style=\"vertical-align:top\">0.998000</td><td  style=\"vertical-align:top\">0.580000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">7.400000</td><td  style=\"vertical-align:top\">0.700000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.076000</td><td  style=\"vertical-align:top\">34.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">9.400000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.400000</td><td  style=\"vertical-align:top\">0.660000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.075000</td><td  style=\"vertical-align:top\">40.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">9.400000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.900000</td><td  style=\"vertical-align:top\">0.600000</td><td  style=\"vertical-align:top\">0.060000</td><td  style=\"vertical-align:top\">0.069000</td><td  style=\"vertical-align:top\">59.000000</td><td  style=\"vertical-align:top\">0.996400</td><td  style=\"vertical-align:top\">0.460000</td><td  style=\"vertical-align:top\">9.400000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.300000</td><td  style=\"vertical-align:top\">0.650000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.065000</td><td  style=\"vertical-align:top\">21.000000</td><td  style=\"vertical-align:top\">0.994600</td><td  style=\"vertical-align:top\">0.470000</td><td  style=\"vertical-align:top\">10.000000</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">0.580000</td><td  style=\"vertical-align:top\">0.020000</td><td  style=\"vertical-align:top\">0.073000</td><td  style=\"vertical-align:top\">18.000000</td><td  style=\"vertical-align:top\">0.996800</td><td  style=\"vertical-align:top\">0.570000</td><td  style=\"vertical-align:top\">9.500000</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">7.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.360000</td><td  style=\"vertical-align:top\">0.071000</td><td  style=\"vertical-align:top\">102.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">0.800000</td><td  style=\"vertical-align:top\">10.500000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">6.700000</td><td  style=\"vertical-align:top\">0.580000</td><td  style=\"vertical-align:top\">0.080000</td><td  style=\"vertical-align:top\">0.097000</td><td  style=\"vertical-align:top\">65.000000</td><td  style=\"vertical-align:top\">0.995900</td><td  style=\"vertical-align:top\">0.540000</td><td  style=\"vertical-align:top\">9.200000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.360000</td><td  style=\"vertical-align:top\">0.071000</td><td  style=\"vertical-align:top\">102.000000</td><td  style=\"vertical-align:top\">0.997800</td><td  style=\"vertical-align:top\">0.800000</td><td  style=\"vertical-align:top\">10.500000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">5.600000</td><td  style=\"vertical-align:top\">0.615000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.089000</td><td  style=\"vertical-align:top\">59.000000</td><td  style=\"vertical-align:top\">0.994300</td><td  style=\"vertical-align:top\">0.520000</td><td  style=\"vertical-align:top\">9.900000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">0.610000</td><td  style=\"vertical-align:top\">0.290000</td><td  style=\"vertical-align:top\">0.114000</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">0.997400</td><td  style=\"vertical-align:top\">1.560000</td><td  style=\"vertical-align:top\">9.100000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">8.900000</td><td  style=\"vertical-align:top\">0.620000</td><td  style=\"vertical-align:top\">0.180000</td><td  style=\"vertical-align:top\">0.176000</td><td  style=\"vertical-align:top\">145.000000</td><td  style=\"vertical-align:top\">0.998600</td><td  style=\"vertical-align:top\">0.880000</td><td  style=\"vertical-align:top\">9.200000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">8.900000</td><td  style=\"vertical-align:top\">0.620000</td><td  style=\"vertical-align:top\">0.190000</td><td  style=\"vertical-align:top\">0.170000</td><td  style=\"vertical-align:top\">148.000000</td><td  style=\"vertical-align:top\">0.998600</td><td  style=\"vertical-align:top\">0.930000</td><td  style=\"vertical-align:top\">9.200000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">8.500000</td><td  style=\"vertical-align:top\">0.280000</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">0.092000</td><td  style=\"vertical-align:top\">103.000000</td><td  style=\"vertical-align:top\">0.996900</td><td  style=\"vertical-align:top\">0.750000</td><td  style=\"vertical-align:top\">10.500000</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">8.100000</td><td  style=\"vertical-align:top\">0.560000</td><td  style=\"vertical-align:top\">0.280000</td><td  style=\"vertical-align:top\">0.368000</td><td  style=\"vertical-align:top\">56.000000</td><td  style=\"vertical-align:top\">0.996800</td><td  style=\"vertical-align:top\">1.280000</td><td  style=\"vertical-align:top\">9.300000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">7.400000</td><td  style=\"vertical-align:top\">0.590000</td><td  style=\"vertical-align:top\">0.080000</td><td  style=\"vertical-align:top\">0.086000</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">0.997400</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">9.000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">7.900000</td><td  style=\"vertical-align:top\">0.320000</td><td  style=\"vertical-align:top\">0.510000</td><td  style=\"vertical-align:top\">0.341000</td><td  style=\"vertical-align:top\">56.000000</td><td  style=\"vertical-align:top\">0.996900</td><td  style=\"vertical-align:top\">1.080000</td><td  style=\"vertical-align:top\">9.200000</td><td  style=\"vertical-align:top\">6</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192441\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"fixed acidity\",\"volatile acidity\",\"citric acid\",\"chlorides\",\"total sulfur dioxide\",\"density\",\"sulphates\",\"alcohol\",\"quality\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":1599,\"ncol\":9},\"kotlin_dataframe\":[{\"fixed acidity\":7.4,\"volatile acidity\":0.7,\"citric acid\":0.0,\"chlorides\":0.076,\"total sulfur dioxide\":34.0,\"density\":0.9978,\"sulphates\":0.56,\"alcohol\":9.4,\"quality\":5},{\"fixed acidity\":7.8,\"volatile acidity\":0.88,\"citric acid\":0.0,\"chlorides\":0.098,\"total sulfur dioxide\":67.0,\"density\":0.9968,\"sulphates\":0.68,\"alcohol\":9.8,\"quality\":5},{\"fixed acidity\":7.8,\"volatile acidity\":0.76,\"citric acid\":0.04,\"chlorides\":0.092,\"total sulfur dioxide\":54.0,\"density\":0.997,\"sulphates\":0.65,\"alcohol\":9.8,\"quality\":5},{\"fixed acidity\":11.2,\"volatile acidity\":0.28,\"citric acid\":0.56,\"chlorides\":0.075,\"total sulfur dioxide\":60.0,\"density\":0.998,\"sulphates\":0.58,\"alcohol\":9.8,\"quality\":6},{\"fixed acidity\":7.4,\"volatile acidity\":0.7,\"citric acid\":0.0,\"chlorides\":0.076,\"total sulfur dioxide\":34.0,\"density\":0.9978,\"sulphates\":0.56,\"alcohol\":9.4,\"quality\":5},{\"fixed acidity\":7.4,\"volatile acidity\":0.66,\"citric acid\":0.0,\"chlorides\":0.075,\"total sulfur dioxide\":40.0,\"density\":0.9978,\"sulphates\":0.56,\"alcohol\":9.4,\"quality\":5},{\"fixed acidity\":7.9,\"volatile acidity\":0.6,\"citric acid\":0.06,\"chlorides\":0.069,\"total sulfur dioxide\":59.0,\"density\":0.9964,\"sulphates\":0.46,\"alcohol\":9.4,\"quality\":5},{\"fixed acidity\":7.3,\"volatile acidity\":0.65,\"citric acid\":0.0,\"chlorides\":0.065,\"total sulfur dioxide\":21.0,\"density\":0.9946,\"sulphates\":0.47,\"alcohol\":10.0,\"quality\":7},{\"fixed acidity\":7.8,\"volatile acidity\":0.58,\"citric acid\":0.02,\"chlorides\":0.073,\"total sulfur dioxide\":18.0,\"density\":0.9968,\"sulphates\":0.57,\"alcohol\":9.5,\"quality\":7},{\"fixed acidity\":7.5,\"volatile acidity\":0.5,\"citric acid\":0.36,\"chlorides\":0.071,\"total sulfur dioxide\":102.0,\"density\":0.9978,\"sulphates\":0.8,\"alcohol\":10.5,\"quality\":5},{\"fixed acidity\":6.7,\"volatile acidity\":0.58,\"citric acid\":0.08,\"chlorides\":0.097,\"total sulfur dioxide\":65.0,\"density\":0.9959,\"sulphates\":0.54,\"alcohol\":9.2,\"quality\":5},{\"fixed acidity\":7.5,\"volatile acidity\":0.5,\"citric acid\":0.36,\"chlorides\":0.071,\"total sulfur dioxide\":102.0,\"density\":0.9978,\"sulphates\":0.8,\"alcohol\":10.5,\"quality\":5},{\"fixed acidity\":5.6,\"volatile acidity\":0.615,\"citric acid\":0.0,\"chlorides\":0.089,\"total sulfur dioxide\":59.0,\"density\":0.9943,\"sulphates\":0.52,\"alcohol\":9.9,\"quality\":5},{\"fixed acidity\":7.8,\"volatile acidity\":0.61,\"citric acid\":0.29,\"chlorides\":0.114,\"total sulfur dioxide\":29.0,\"density\":0.9974,\"sulphates\":1.56,\"alcohol\":9.1,\"quality\":5},{\"fixed acidity\":8.9,\"volatile acidity\":0.62,\"citric acid\":0.18,\"chlorides\":0.176,\"total sulfur dioxide\":145.0,\"density\":0.9986,\"sulphates\":0.88,\"alcohol\":9.2,\"quality\":5},{\"fixed acidity\":8.9,\"volatile acidity\":0.62,\"citric acid\":0.19,\"chlorides\":0.17,\"total sulfur dioxide\":148.0,\"density\":0.9986,\"sulphates\":0.93,\"alcohol\":9.2,\"quality\":5},{\"fixed acidity\":8.5,\"volatile acidity\":0.28,\"citric acid\":0.56,\"chlorides\":0.092,\"total sulfur dioxide\":103.0,\"density\":0.9969,\"sulphates\":0.75,\"alcohol\":10.5,\"quality\":7},{\"fixed acidity\":8.1,\"volatile acidity\":0.56,\"citric acid\":0.28,\"chlorides\":0.368,\"total sulfur dioxide\":56.0,\"density\":0.9968,\"sulphates\":1.28,\"alcohol\":9.3,\"quality\":5},{\"fixed acidity\":7.4,\"volatile acidity\":0.59,\"citric acid\":0.08,\"chlorides\":0.086,\"total sulfur dioxide\":29.0,\"density\":0.9974,\"sulphates\":0.5,\"alcohol\":9.0,\"quality\":4},{\"fixed acidity\":7.9,\"volatile acidity\":0.32,\"citric acid\":0.51,\"chlorides\":0.341,\"total sulfur dioxide\":56.0,\"density\":0.9969,\"sulphates\":1.08,\"alcohol\":9.2,\"quality\":6}]}"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Predict wine quality: first approach"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:57.165985845Z",
     "start_time": "2024-09-18T11:43:56.665273442Z"
    }
   },
   "source": [
    "// Simple converter function between DataFrame and KotlinDL data representations\n",
    "fun <T> DataFrame<T>.toOnHeapDataset(labelColumnName: String): OnHeapDataset {\n",
    "    return OnHeapDataset.create(\n",
    "        dataframe = this,\n",
    "        yColumn = labelColumnName\n",
    "    )\n",
    "}\n",
    "\n",
    "fun OnHeapDataset.Companion.create(\n",
    "    dataframe: DataFrame<Any?>,\n",
    "    yColumn: String\n",
    "): OnHeapDataset {\n",
    "    fun extractX(): Array<FloatArray> =\n",
    "        dataframe.remove(yColumn).rows()\n",
    "            .map { (it.values() as List<Float>).toFloatArray() }.toTypedArray()\n",
    "\n",
    "    fun extractY(): FloatArray =\n",
    "        dataframe.get { yColumn<Float>() }.toList().toFloatArray()\n",
    "\n",
    "    return create(\n",
    "        ::extractX,\n",
    "        ::extractY\n",
    "    )\n",
    "}"
   ],
   "outputs": [],
   "execution_count": 5
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:57.801053801Z",
     "start_time": "2024-09-18T11:43:57.543620855Z"
    }
   },
   "source": [
    "val (train, test) = df.convert { colsOf<Double>() }.toFloat()\n",
    "    .toOnHeapDataset(labelColumnName = \"quality\")\n",
    "    .split(0.8)"
   ],
   "outputs": [],
   "execution_count": 6
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Define simple neural network with only 2 dense layers"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:59.275570515Z",
     "start_time": "2024-09-18T11:43:57.947597944Z"
    }
   },
   "source": [
    "val inputNeurons = train.x[0].size.toLong()\n",
    "\n",
    "val model = Sequential.of(\n",
    "    Input(\n",
    "        inputNeurons,\n",
    "    ),\n",
    "    Dense(\n",
    "        outputSize = (inputNeurons * 10).toInt(),\n",
    "        activation = Activations.Tanh,\n",
    "        kernelInitializer = HeNormal(),\n",
    "        biasInitializer = HeNormal(),\n",
    "    ),\n",
    "    Dense(\n",
    "        outputSize = (inputNeurons * 10).toInt(),\n",
    "        activation = Activations.Tanh,\n",
    "        kernelInitializer = HeNormal(),\n",
    "        biasInitializer = HeNormal(),\n",
    "    ),\n",
    "    Dense(\n",
    "        outputSize = 1,\n",
    "        activation = Activations.Linear,\n",
    "        kernelInitializer = HeNormal(),\n",
    "        biasInitializer = HeNormal(),\n",
    "    )\n",
    ")"
   ],
   "outputs": [],
   "execution_count": 7
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:59.404417347Z",
     "start_time": "2024-09-18T11:43:59.280702896Z"
    }
   },
   "source": [
    "model.compile(optimizer = Adam(), loss = Losses.MSE, metric = Metrics.MAE)"
   ],
   "outputs": [],
   "execution_count": 8
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:43:59.475427712Z",
     "start_time": "2024-09-18T11:43:59.409882736Z"
    }
   },
   "source": [
    "model.printSummary()"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==============================================================================\n",
      "Model type: Sequential\n",
      "______________________________________________________________________________\n",
      "Layer (type)                           Output Shape              Param #      \n",
      "==============================================================================\n",
      "input_1(Input)                         [None, 8]                 0            \n",
      "______________________________________________________________________________\n",
      "dense_2(Dense)                         [None, 80]                720          \n",
      "______________________________________________________________________________\n",
      "dense_3(Dense)                         [None, 80]                6480         \n",
      "______________________________________________________________________________\n",
      "dense_4(Dense)                         [None, 1]                 81           \n",
      "______________________________________________________________________________\n",
      "==============================================================================\n",
      "Total trainable params: 7281\n",
      "Total frozen params: 0\n",
      "Total params: 7281\n",
      "______________________________________________________________________________\n"
     ]
    }
   ],
   "execution_count": 9
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Train it!"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:04.061724715Z",
     "start_time": "2024-09-18T11:43:59.499558021Z"
    }
   },
   "source": [
    "val trainHist = model.fit(train, batchSize = 500, epochs=2000)"
   ],
   "outputs": [],
   "execution_count": 10
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:04.285676570Z",
     "start_time": "2024-09-18T11:44:04.131904210Z"
    }
   },
   "source": [
    "trainHist.epochHistory.toDataFrame().tail()"
   ],
   "outputs": [
    {
     "data": {
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       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192436&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 5&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;epochIndex: Int&bsol;&quot;&gt;epochIndex&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1996&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1997&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1998&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1999&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;lossValue: Double&bsol;&quot;&gt;lossValue&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334809&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334772&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334735&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334699&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334662&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;metricValues: List&lt;Double&gt;&bsol;&quot;&gt;metricValues&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.4510711431503296&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.4510400593280792&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.45100894570350647&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.45097804069519043&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.4509466588497162&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;valLossValue: Double&bsol;&quot;&gt;valLossValue&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;valMetricValues: List&lt;Double?&gt;&bsol;&quot;&gt;valMetricValues&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -889192436, rootId: -889192436, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192436) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_7() {\n",
       "                    let elem = document.getElementById(\"iframe_out_7\");\n",
       "                    resize_iframe_out_7(elem);\n",
       "                    setInterval(resize_iframe_out_7, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_7(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-889192435\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">epochIndex</th><th class=\"bottomBorder\" style=\"text-align:left\">lossValue</th><th class=\"bottomBorder\" style=\"text-align:left\">metricValues</th><th class=\"bottomBorder\" style=\"text-align:left\">valLossValue</th><th class=\"bottomBorder\" style=\"text-align:left\">valMetricValues</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1996</td><td  style=\"vertical-align:top\">0.334809</td><td  style=\"vertical-align:top\">[0.4510711431503296]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">1997</td><td  style=\"vertical-align:top\">0.334772</td><td  style=\"vertical-align:top\">[0.4510400593280792]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">1998</td><td  style=\"vertical-align:top\">0.334735</td><td  style=\"vertical-align:top\">[0.45100894570350647]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">1999</td><td  style=\"vertical-align:top\">0.334699</td><td  style=\"vertical-align:top\">[0.45097804069519043]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">2000</td><td  style=\"vertical-align:top\">0.334662</td><td  style=\"vertical-align:top\">[0.4509466588497162]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192435\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"epochIndex\",\"lossValue\",\"metricValues\",\"valLossValue\",\"valMetricValues\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.collections.List<kotlin.Double>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.collections.List<kotlin.Double?>\"}],\"nrow\":5,\"ncol\":5},\"kotlin_dataframe\":[{\"epochIndex\":1996,\"lossValue\":0.3348085880279541,\"metricValues\":[0.4510711431503296],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":1997,\"lossValue\":0.3347720205783844,\"metricValues\":[0.4510400593280792],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":1998,\"lossValue\":0.3347354829311371,\"metricValues\":[0.45100894570350647],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":1999,\"lossValue\":0.33469894528388977,\"metricValues\":[0.45097804069519043],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":2000,\"lossValue\":0.3346622884273529,\"metricValues\":[0.4509466588497162],\"valLossValue\":NaN,\"valMetricValues\":[NaN]}]}"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 11
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's check that our network predicts values more or less correctly:"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:04.462514050Z",
     "start_time": "2024-09-18T11:44:04.379662948Z"
    }
   },
   "source": [
    "model.predictSoftly(test.x[9])[0]"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5.247112"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 12
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:04.690080226Z",
     "start_time": "2024-09-18T11:44:04.646612334Z"
    }
   },
   "source": [
    "test.y[9]"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5.0"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 13
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Close the model:"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:04.864722366Z",
     "start_time": "2024-09-18T11:44:04.817955683Z"
    }
   },
   "source": [
    "model.close()"
   ],
   "outputs": [],
   "execution_count": 14
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Predict wine quality: second approach"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:05.446710418Z",
     "start_time": "2024-09-18T11:44:04.871614993Z"
    }
   },
   "source": [
    "data class TrainTestSplitResult<T>(\n",
    "    val trainX: DataFrame<T>,\n",
    "    val trainY: DataFrame<T>,\n",
    "    val testX: DataFrame<T>,\n",
    "    val testY: DataFrame<T>,\n",
    ")\n",
    "\n",
    "fun <T> trainTestSplit(\n",
    "    d: DataFrame<T>,\n",
    "    col: String,\n",
    "    trainPart: Double,\n",
    "): TrainTestSplitResult<T> {\n",
    "    val n = d.count()\n",
    "    val trainN = ceil(n * trainPart).toInt()\n",
    "\n",
    "    val shuffledInd = (0 until n).shuffled()\n",
    "    val trainInd = shuffledInd.subList(0, trainN)\n",
    "    val testInd = shuffledInd.subList(trainN, n)\n",
    "\n",
    "    val train = d[trainInd]\n",
    "    val test = d[testInd]\n",
    "\n",
    "    val trainX = train.select { all().except(cols(col)) }\n",
    "    val trainY = train.select(col)\n",
    "\n",
    "    val testX = test.select { all().except(cols(col)) }\n",
    "    val testY = test.select(col)\n",
    "\n",
    "    return TrainTestSplitResult(trainX, trainY, testX, testY)\n",
    "}"
   ],
   "outputs": [],
   "execution_count": 15
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create and then train the model as we did before"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:06.155659032Z",
     "start_time": "2024-09-18T11:44:05.452811118Z"
    }
   },
   "source": [
    "val (trainX, trainY, testX, testY) =\n",
    "    trainTestSplit(df, \"quality\", 0.8)"
   ],
   "outputs": [],
   "execution_count": 16
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:06.401082203Z",
     "start_time": "2024-09-18T11:44:06.163711890Z"
    }
   },
   "source": [
    "fun <T> DataFrame<T>.toX(): Array<FloatArray> =\n",
    "    merge { colsOf<Number>() }.by { it.map { it.toFloat() }.toFloatArray() }.into(\"X\")\n",
    "        .get { \"X\"<FloatArray>() }\n",
    "        .toList()\n",
    "        .toTypedArray()"
   ],
   "outputs": [],
   "execution_count": 17
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:06.573089223Z",
     "start_time": "2024-09-18T11:44:06.463622423Z"
    }
   },
   "source": [
    "fun <T> DataFrame<T>.toY(): FloatArray = \n",
    "    get { \"quality\"<Int>() }\n",
    "        .asIterable()\n",
    "        .map { it.toFloat() }\n",
    "        .toFloatArray()"
   ],
   "outputs": [],
   "execution_count": 18
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:06.730436605Z",
     "start_time": "2024-09-18T11:44:06.578392782Z"
    }
   },
   "source": [
    "val trainXDL = trainX.toX()\n",
    "val trainYDL = trainY.toY()\n",
    "val testXDL = testX.toX()\n",
    "val testYDL = testY.toY()"
   ],
   "outputs": [],
   "execution_count": 19
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:06.824972072Z",
     "start_time": "2024-09-18T11:44:06.735248689Z"
    }
   },
   "source": [
    "val trainKotlinDLDataset = OnHeapDataset.create({ trainXDL }, { trainYDL })\n",
    "val testKotlinDLDataset = OnHeapDataset.create({ testXDL }, { testYDL })"
   ],
   "outputs": [],
   "execution_count": 20
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:07.034106979Z",
     "start_time": "2024-09-18T11:44:06.832384074Z"
    }
   },
   "source": [
    "val inputNeurons = train.x[0].size.toLong()\n",
    "\n",
    "val model2 = Sequential.of(\n",
    "    Input(\n",
    "        inputNeurons\n",
    "    ),\n",
    "    Dense(\n",
    "        outputSize = (inputNeurons * 10).toInt(),\n",
    "        activation = Activations.Tanh,\n",
    "        kernelInitializer = HeNormal(),\n",
    "        biasInitializer = HeNormal()\n",
    "    ),\n",
    "    Dense(\n",
    "        outputSize = (inputNeurons * 10).toInt(),\n",
    "        activation = Activations.Tanh,\n",
    "        kernelInitializer = HeNormal(),\n",
    "        biasInitializer = HeNormal()\n",
    "    ),\n",
    "    Dense(\n",
    "        outputSize = 1,\n",
    "        activation = Activations.Linear,\n",
    "        kernelInitializer = HeNormal(),\n",
    "        biasInitializer = HeNormal()\n",
    "    )\n",
    ")\n",
    "model2.compile(optimizer = Adam(), loss = Losses.MSE, metric = Metrics.MAE)\n",
    "model2.printSummary()"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==============================================================================\n",
      "Model type: Sequential\n",
      "______________________________________________________________________________\n",
      "Layer (type)                           Output Shape              Param #      \n",
      "==============================================================================\n",
      "input_1(Input)                         [None, 8]                 0            \n",
      "______________________________________________________________________________\n",
      "dense_2(Dense)                         [None, 80]                720          \n",
      "______________________________________________________________________________\n",
      "dense_3(Dense)                         [None, 80]                6480         \n",
      "______________________________________________________________________________\n",
      "dense_4(Dense)                         [None, 1]                 81           \n",
      "______________________________________________________________________________\n",
      "==============================================================================\n",
      "Total trainable params: 7281\n",
      "Total frozen params: 0\n",
      "Total params: 7281\n",
      "______________________________________________________________________________\n"
     ]
    }
   ],
   "execution_count": 21
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:12.935580999Z",
     "start_time": "2024-09-18T11:44:07.093425108Z"
    }
   },
   "source": [
    "val trainHist = model2.fit(train, batchSize = 500, epochs = 2000)\n",
    "trainHist.epochHistory.toDataFrame().tail()"
   ],
   "outputs": [
    {
     "data": {
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       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
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       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
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       "    --link-hover: #00688e;\n",
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       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
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       "\n",
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       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
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       "\n",
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       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
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       "\n",
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       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
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       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
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       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
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       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
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       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
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       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
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       "\n",
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       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
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       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
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       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
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       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
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       "table.dataframe .rightAlign {\n",
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       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
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       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
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       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
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       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192432&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 5&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;epochIndex: Int&bsol;&quot;&gt;epochIndex&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1996&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1997&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1998&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1999&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;lossValue: Double&bsol;&quot;&gt;lossValue&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334694&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334657&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334621&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334585&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.334548&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;metricValues: List&lt;Double&gt;&bsol;&quot;&gt;metricValues&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.45104801654815674&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.45101818442344666&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.4509880542755127&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.45095789432525635&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;0.45092785358428955&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;valLossValue: Double&bsol;&quot;&gt;valLossValue&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;valMetricValues: List&lt;Double?&gt;&bsol;&quot;&gt;valMetricValues&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;NaN&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;[&lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;NaN&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;]&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -889192432, rootId: -889192432, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
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       "            <table class=\"dataframe\" id=\"static_df_-889192431\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">epochIndex</th><th class=\"bottomBorder\" style=\"text-align:left\">lossValue</th><th class=\"bottomBorder\" style=\"text-align:left\">metricValues</th><th class=\"bottomBorder\" style=\"text-align:left\">valLossValue</th><th class=\"bottomBorder\" style=\"text-align:left\">valMetricValues</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1996</td><td  style=\"vertical-align:top\">0.334694</td><td  style=\"vertical-align:top\">[0.45104801654815674]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">1997</td><td  style=\"vertical-align:top\">0.334657</td><td  style=\"vertical-align:top\">[0.45101818442344666]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">1998</td><td  style=\"vertical-align:top\">0.334621</td><td  style=\"vertical-align:top\">[0.4509880542755127]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">1999</td><td  style=\"vertical-align:top\">0.334585</td><td  style=\"vertical-align:top\">[0.45095789432525635]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr><tr><td  style=\"vertical-align:top\">2000</td><td  style=\"vertical-align:top\">0.334548</td><td  style=\"vertical-align:top\">[0.45092785358428955]</td><td  style=\"vertical-align:top\">NaN</td><td  style=\"vertical-align:top\">[NaN]</td></tr></tbody></table>\n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"epochIndex\",\"lossValue\",\"metricValues\",\"valLossValue\",\"valMetricValues\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.collections.List<kotlin.Double>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.collections.List<kotlin.Double?>\"}],\"nrow\":5,\"ncol\":5},\"kotlin_dataframe\":[{\"epochIndex\":1996,\"lossValue\":0.3346937596797943,\"metricValues\":[0.45104801654815674],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":1997,\"lossValue\":0.33465734124183655,\"metricValues\":[0.45101818442344666],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":1998,\"lossValue\":0.33462098240852356,\"metricValues\":[0.4509880542755127],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":1999,\"lossValue\":0.3345845639705658,\"metricValues\":[0.45095789432525635],\"valLossValue\":NaN,\"valMetricValues\":[NaN]},{\"epochIndex\":2000,\"lossValue\":0.33454811573028564,\"metricValues\":[0.45092785358428955],\"valLossValue\":NaN,\"valMetricValues\":[NaN]}]}"
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 22
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:13.021236591Z",
     "start_time": "2024-09-18T11:44:12.947209227Z"
    }
   },
   "source": [
    "model2.predictSoftly(testXDL[9])[0]"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5.0168276"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 23
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:13.211784977Z",
     "start_time": "2024-09-18T11:44:13.167131937Z"
    }
   },
   "source": [
    "testYDL[9]"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6.0"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 24
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also compare predicted and ground truth values to ensure predictions are correct"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:13.811068357Z",
     "start_time": "2024-09-18T11:44:13.404530154Z"
    }
   },
   "source": [
    "val predicted = testXDL.mapIndexed { i, _ ->\n",
    "    round(model2.predictSoftly(testXDL[i])[0]).toInt()\n",
    "}.toColumn(\"predicted\")\n",
    "\n",
    "val ground_truth = testYDL.mapIndexed { i, _ ->\n",
    "    testYDL[i].toInt()\n",
    "}.toColumn(\"ground_truth\")\n",
    "\n",
    "val predDf = dataFrameOf(predicted, ground_truth)"
   ],
   "outputs": [],
   "execution_count": 25
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:13.881414844Z",
     "start_time": "2024-09-18T11:44:13.830458364Z"
    }
   },
   "source": [
    "predDf.head()"
   ],
   "outputs": [
    {
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       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192428&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;predicted: Int&bsol;&quot;&gt;predicted&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ground_truth: Int&bsol;&quot;&gt;ground_truth&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -889192428, rootId: -889192428, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192428) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_11() {\n",
       "                    let elem = document.getElementById(\"iframe_out_11\");\n",
       "                    resize_iframe_out_11(elem);\n",
       "                    setInterval(resize_iframe_out_11, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_11(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-889192427\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">predicted</th><th class=\"bottomBorder\" style=\"text-align:left\">ground_truth</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">5</td><td  style=\"vertical-align:top\">5</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192427\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"predicted\",\"ground_truth\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"predicted\":7,\"ground_truth\":6},{\"predicted\":6,\"ground_truth\":6},{\"predicted\":6,\"ground_truth\":6},{\"predicted\":7,\"ground_truth\":7},{\"predicted\":5,\"ground_truth\":5}]}"
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 26
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:14.483970519Z",
     "start_time": "2024-09-18T11:44:13.905576293Z"
    }
   },
   "source": [
    "val inds = List(10) { it + 1 }\n",
    "val ctab = predDf\n",
    "    .groupBy { ground_truth }.pivotCounts(inward = false) { predicted }\n",
    "    .sortBy { ground_truth }\n",
    "\n",
    "ctab.format { drop(1) }.perRowCol { row, col ->\n",
    "    val y = col.name().toInt()\n",
    "    val x = row.ground_truth\n",
    "    val k = 1.0 - abs(x - y) / 10.0\n",
    "    background(RGBColor(50, (50 + k * 200).toInt().toShort(), 50))\n",
    "}"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192426&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 6, columnsCount = 5&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;ground_truth: Int&bsol;&quot;&gt;ground_truth&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;7: Int&bsol;&quot;&gt;7&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#32aa32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32be32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32d232&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32fa32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;23&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;6: Int&bsol;&quot;&gt;6&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#32be32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32d232&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;44&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32fa32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;81&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;28&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32d232&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;5: Int&bsol;&quot;&gt;5&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#32d232&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32fa32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;90&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;26&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32d232&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32be32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;4: Int&bsol;&quot;&gt;4&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32fa32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32e632&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32d232&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32be32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;},{ style: &quot;background-color:#32aa32&quot;, value: &quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;}] }, \n",
       "], id: -889192426, rootId: -889192426, totalRows: 6 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192426) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_12() {\n",
       "                    let elem = document.getElementById(\"iframe_out_12\");\n",
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       "                    setInterval(resize_iframe_out_12, 5000, elem);\n",
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       "                function resize_iframe_out_12(el) {\n",
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       "                    el.height = h === 0 ? 0 : h + 41;\n",
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       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
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       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
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       "\n",
       "p.dataframe_description {\n",
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       "\n",
       "table.dataframe th, td {\n",
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       "\n",
       "table.dataframe th {\n",
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       "table.dataframe a {\n",
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       "    color: var(--link-color-pale);\n",
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       "    color: var(--link-hover);\n",
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       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
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       "\n",
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       "    border-right-color: var(--inner-border-color);\n",
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       "\n",
       "table.dataframe .rightAlign {\n",
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       "\n",
       "table.dataframe .expanderSvg {\n",
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       "    height: 8px;\n",
       "    margin-right: 3px;\n",
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       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
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       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
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       "\n",
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       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-889192425\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">ground_truth</th><th class=\"bottomBorder\" style=\"text-align:left\">7</th><th class=\"bottomBorder\" style=\"text-align:left\">6</th><th class=\"bottomBorder\" style=\"text-align:left\">5</th><th class=\"bottomBorder\" style=\"text-align:left\">4</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">5</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">44</td><td  style=\"vertical-align:top\">90</td><td  style=\"vertical-align:top\">0</td></tr><tr><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">9</td><td  style=\"vertical-align:top\">81</td><td  style=\"vertical-align:top\">26</td><td  style=\"vertical-align:top\">0</td></tr><tr><td  style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">23</td><td  style=\"vertical-align:top\">28</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td></tr><tr><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192425\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"ground_truth\",\"7\",\"6\",\"5\",\"4\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":6,\"ncol\":5},\"kotlin_dataframe\":[{\"ground_truth\":3,\"7\":0,\"6\":0,\"5\":1,\"4\":1},{\"ground_truth\":4,\"7\":0,\"6\":3,\"5\":6,\"4\":1},{\"ground_truth\":5,\"7\":0,\"6\":44,\"5\":90,\"4\":0},{\"ground_truth\":6,\"7\":9,\"6\":81,\"5\":26,\"4\":0},{\"ground_truth\":7,\"7\":23,\"6\":28,\"5\":1,\"4\":0},{\"ground_truth\":8,\"7\":3,\"6\":2,\"5\":0,\"4\":0}]}"
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 27
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:14.803957576Z",
     "start_time": "2024-09-18T11:44:14.594227484Z"
    }
   },
   "source": [
    "val predDf2 = predDf.add(\"avg_dev\") { abs(predicted - ground_truth) }"
   ],
   "outputs": [],
   "execution_count": 28
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:15.163909299Z",
     "start_time": "2024-09-18T11:44:15.053219791Z"
    }
   },
   "source": [
    "predDf2.avg_dev.cast<Double>().describe()"
   ],
   "outputs": [
    {
     "data": {
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       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-889192422&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1, columnsCount = 12&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;avg_dev&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;type: Any&bsol;&quot;&gt;type&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Int&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;319&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;unique: Int&bsol;&quot;&gt;unique&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;nulls: Int&bsol;&quot;&gt;nulls&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;top: Int&bsol;&quot;&gt;top&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;freq: Int&bsol;&quot;&gt;freq&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;195&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;mean: Double&bsol;&quot;&gt;mean&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.410658&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;std: Double&bsol;&quot;&gt;std&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.535541&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;min: Int&bsol;&quot;&gt;min&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;median: Int&bsol;&quot;&gt;median&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;max: Int&bsol;&quot;&gt;max&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -889192422, rootId: -889192422, totalRows: 1 } ) });\n",
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       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192422) });\n",
       "\n",
       "\n",
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       "                    el.height = h === 0 ? 0 : h + 41;\n",
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       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
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       "    background: var(--background-hover);\n",
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       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-889192421\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">type</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th><th class=\"bottomBorder\" style=\"text-align:left\">unique</th><th class=\"bottomBorder\" style=\"text-align:left\">nulls</th><th class=\"bottomBorder\" style=\"text-align:left\">top</th><th class=\"bottomBorder\" style=\"text-align:left\">freq</th><th class=\"bottomBorder\" style=\"text-align:left\">mean</th><th class=\"bottomBorder\" style=\"text-align:left\">std</th><th class=\"bottomBorder\" style=\"text-align:left\">min</th><th class=\"bottomBorder\" style=\"text-align:left\">median</th><th class=\"bottomBorder\" style=\"text-align:left\">max</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">avg_dev</td><td  style=\"vertical-align:top\">Int</td><td  style=\"vertical-align:top\">319</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">195</td><td  style=\"vertical-align:top\">0.410658</td><td  style=\"vertical-align:top\">0.535541</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">2</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192421\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"name\",\"type\",\"count\",\"unique\",\"nulls\",\"top\",\"freq\",\"mean\",\"std\",\"min\",\"median\",\"max\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Any\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":1,\"ncol\":12},\"kotlin_dataframe\":[{\"name\":\"avg_dev\",\"type\":\"Int\",\"count\":319,\"unique\":3,\"nulls\":0,\"top\":0,\"freq\":195,\"mean\":0.4106583072100313,\"std\":0.5355411116337901,\"min\":0,\"median\":0,\"max\":2}]}"
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 29
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:15.385208853Z",
     "start_time": "2024-09-18T11:44:15.310707207Z"
    }
   },
   "source": [
    "predDf2.sortBy { avg_dev }[(0.7 * (319 - 1)).toInt()]"
   ],
   "outputs": [
    {
     "data": {
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       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;predicted: Int&bsol;&quot;&gt;predicted&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ground_truth: Int&bsol;&quot;&gt;ground_truth&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;avg_dev: Int&bsol;&quot;&gt;avg_dev&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -889192418, rootId: -889192418, totalRows: 1 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-889192418) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_16() {\n",
       "                    let elem = document.getElementById(\"iframe_out_16\");\n",
       "                    resize_iframe_out_16(elem);\n",
       "                    setInterval(resize_iframe_out_16, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_16(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-889192417\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">predicted</th><th class=\"bottomBorder\" style=\"text-align:left\">ground_truth</th><th class=\"bottomBorder\" style=\"text-align:left\">avg_dev</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">1</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-889192417\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"predicted\",\"ground_truth\",\"avg_dev\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":1,\"ncol\":3},\"kotlin_dataframe\":[{\"predicted\":6,\"ground_truth\":7,\"avg_dev\":1}]}"
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 30
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-18T11:44:16.003458329Z",
     "start_time": "2024-09-18T11:44:15.943538399Z"
    }
   },
   "source": [
    "model2.close()"
   ],
   "outputs": [],
   "execution_count": 31
  }
 ],
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