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Add interpretability example notebooks #21

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Add interpretability example notebooks #21

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d7b607b
grid search parameters
jshinm May 26, 2022
3d599b0
upload iris notebook
jshinm May 26, 2022
496969c
add 5000 sample
jshinm May 26, 2022
6e6f787
add delta plot
jshinm May 29, 2022
b3d3aa6
add mnist notebook
jshinm May 29, 2022
c5af203
fix delta calculation
jshinm May 30, 2022
6e1187c
preserve comprehensive run
jshinm Jun 8, 2022
8d45399
optimize runtime
jshinm Jun 8, 2022
6006426
fix bug and reparameterize
jshinm Jun 10, 2022
d45d2a8
add roc_auc and confusion matrix
jshinm Jun 10, 2022
6360f3d
add 3d visualization
jshinm Jun 12, 2022
d5b19f2
add narratives and descriptions
jshinm Jun 12, 2022
64169d8
add description
jshinm Jun 13, 2022
ef5d9bc
remove long notebook
jshinm Jun 13, 2022
faa0c53
added oblique trees
jshinm Jun 13, 2022
7a23b9b
remove ovr wrapper
jshinm Jun 13, 2022
83cda7a
add grid search results
jshinm Jun 15, 2022
7030191
remove over feature selection filter for RF
jshinm Jun 15, 2022
01826d6
add plotly io for plot rendering
jshinm Jun 15, 2022
0a016e3
add robustness test
jshinm Jun 16, 2022
b18d356
add description and rerun notebook
jshinm Jun 16, 2022
c56f351
new parameter search
jshinm Jun 16, 2022
22f643d
change plot style
jshinm Jun 16, 2022
01136c5
optimize robustness test with new parameters
jshinm Jun 16, 2022
dccfdd8
change plot style
jshinm Jun 16, 2022
14b172d
run appendix block
jshinm Jun 16, 2022
d3087a5
Merge branch 'neurodata:obliquepr' into obliquepr
jshinm Jun 29, 2022
5a15c53
added score vs performance metrics
jshinm Jun 29, 2022
1b3c991
uploading pickled dataframe
jshinm Jun 29, 2022
30b38d3
added refitting function and plot on score vs performance metrics
jshinm Jun 29, 2022
e2691a9
added simulation run dataframe
jshinm Jun 29, 2022
25a1e98
Added binning figure and plotly figures
jshinm Jun 29, 2022
5e8f1a6
Added binning figure and changed unit of the size to MB
jshinm Jun 29, 2022
b73915e
Add sparse parity example under ensemble section
jshinm Jul 25, 2022
67e04ef
Add cc18 example under ensemble section
jshinm Jul 25, 2022
da00a8b
Use tuned parameters and improve reproducibility
jshinm Aug 19, 2022
e30af84
Use selected datasets from cc18 suite and pre-tuned parameters
jshinm Aug 19, 2022
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376 changes: 376 additions & 0 deletions notebook/iris_benchmark_OF_vs_RF.ipynb
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