...

book/_quarto.yml

@@ -22,33 +22,9 @@ book:
     background: "#f8f9fa"
   chapters:
     - index.qmd
-    - chapters/chapter1/introduction_and_overview.qmd
-    - part: "Fundamentals"
-      chapters:
-      - chapters/chapter2/data_and_basic_modeling.qmd
-      - chapters/chapter3/evaluation_and_benchmarking.qmd
-    - part: "Tuning and Feature Selection"
-      chapters:
-      - chapters/chapter4/hyperparameter_optimization.qmd
-      - chapters/chapter5/advanced_tuning_methods_and_black_box_optimization.qmd
-      - chapters/chapter6/feature_selection.qmd
-    - part: "Pipelines and Preprocessing"
-      chapters:
-      - chapters/chapter7/sequential_pipelines.qmd
-      - chapters/chapter8/non-sequential_pipelines_and_tuning.qmd
-      - chapters/chapter9/preprocessing.qmd
     - part: "Advanced Topics"
       chapters:
-      - chapters/chapter10/advanced_technical_aspects_of_mlr3.qmd
       - chapters/chapter11/large-scale_benchmarking.qmd
-      - chapters/chapter12/model_interpretation.qmd
-      - chapters/chapter13/beyond_regression_and_classification.qmd
-      - chapters/chapter14/algorithmic_fairness.qmd
-    - chapters/references.qmd
-  appendices:
-      - chapters/appendices/solutions.qmd # online only
-      - chapters/appendices/tasks.qmd # online only
-      - chapters/appendices/overview-tables.qmd # online only
 
 
 bibliography: book.bib

book/chapters/chapter11/large-scale_benchmarking.qmd

@@ -473,7 +473,7 @@ For this example, we will use `r ref("chunk()", aside = TRUE)` to `r index('chun
 ```{r large_benchmarking-037}
 ids = job_table$job.id
 chunks = data.table(
-  job.id = ids, chunk = chunk(ids, chunk.size = 5, shuffle = FALSE)
+    job.id = ids, chunk = batchtools::chunk(ids, chunk.size = 5, shuffle = FALSE)
 )
 chunks[1:6] # first 6 jobs
 ```