Updates with changes on derived datasets

68d61b0a · Lucia Prieto · 42190b2d · 68d61b0a · 68d61b0a · 68d61b0a
Commit 68d61b0a authored May 06, 2022 by Lucia Prieto
70 changed files
--- a/01 - DescriptiveAnalysis.ipynb
+++ b/01 - DescriptiveAnalysis.ipynb
--- a/02 - Generate datasets.ipynb
+++ b/02 - Generate datasets.ipynb
--- a/03 - Feature analysis original dataset.ipynb
+++ b/03 - Feature analysis original dataset.ipynb
--- a/04 - Feature analysis derivated datasets.ipynb
+++ b/04 - Feature analysis derivated datasets.ipynb
--- a/05 - ML Models - no sampling and without hyperparam.ipynb
+++ b/05 - ML Models - no sampling and without hyperparam.ipynb
--- a/06 - ML Models - sampling after split.ipynb
+++ b/06 - ML Models - sampling after split.ipynb
--- a/07 - ML Models - sampling before split.ipynb
+++ b/07 - ML Models - sampling before split.ipynb
--- a/08 - Analyzing and plotting models results.ipynb
+++ b/08 - Analyzing and plotting models results.ipynb
--- a/09 - Exploring best models.ipynb
+++ b/09 - Exploring best models.ipynb
--- a/datasets/d1.csv
+++ b/datasets/d1.csv
--- a/datasets/d2.csv
+++ b/datasets/d2.csv
--- a/datasets/d3.csv
+++ b/datasets/d3.csv
--- a/datasets/d4.csv
+++ b/datasets/d4.csv
--- a/datasets/d5.csv
+++ b/datasets/d5.csv
--- a/datasets/d6.csv
+++ b/datasets/d6.csv
--- a/datasets/d7.csv
+++ b/datasets/d7.csv
--- a/datasets/d8.csv
+++ b/datasets/d8.csv
--- a/figures/barplots/barplots_by_dataset_and_accuracy.svg
+++ b/figures/barplots/barplots_by_dataset_and_accuracy.svg
--- a/figures/barplots/barplots_by_method_and_accuracy.svg
+++ b/figures/barplots/barplots_by_method_and_accuracy.svg
--- a/figures/barplots/barplots_by_sampling_and_accuracy.svg
+++ b/figures/barplots/barplots_by_sampling_and_accuracy.svg
--- a/figures/boxplots/boxplots_all.svg
+++ b/figures/boxplots/boxplots_all.svg
--- a/figures/boxplots/boxplots_by_accuracy.svg
+++ b/figures/boxplots/boxplots_by_accuracy.svg
--- a/figures/boxplots/boxplots_by_f1.svg
+++ b/figures/boxplots/boxplots_by_f1.svg
--- a/figures/boxplots/boxplots_by_precision.svg
+++ b/figures/boxplots/boxplots_by_precision.svg
--- a/figures/boxplots/boxplots_by_recall.svg
+++ b/figures/boxplots/boxplots_by_recall.svg
--- a/figures/boxplots/boxplots_by_roc.svg
+++ b/figures/boxplots/boxplots_by_roc.svg
--- a/figures/features/anova_derived.svg
+++ b/figures/features/anova_derived.svg
--- a/figures/features/anova_original.svg
+++ b/figures/features/anova_original.svg
--- a/figures/features/heatmap_corr_pearson_colorful.svg
+++ b/figures/features/heatmap_corr_pearson_colorful.svg
--- a/figures/features/heatmap_corr_pearson_derived.svg
+++ b/figures/features/heatmap_corr_pearson_derived.svg
--- a/figures/features/heatmap_corr_pearson_original.svg
+++ b/figures/features/heatmap_corr_pearson_original.svg
--- a/figures/features/mutual_information_derived.svg
+++ b/figures/features/mutual_information_derived.svg
--- a/figures/features/mutual_information_original.svg
+++ b/figures/features/mutual_information_original.svg
--- a/figures/features/variables.svg
+++ b/figures/features/variables.svg
--- a/figures/features/variance_derived.svg
+++ b/figures/features/variance_derived.svg
--- a/figures/features/variance_original.svg
+++ b/figures/features/variance_original.svg
--- a/figures/features/wrapper_adaboost_derived.svg
+++ b/figures/features/wrapper_adaboost_derived.svg
--- a/figures/features/wrapper_adaboost_original.svg
+++ b/figures/features/wrapper_adaboost_original.svg
--- a/figures/features/wrapper_decision_tree_derived.svg
+++ b/figures/features/wrapper_decision_tree_derived.svg
--- a/figures/features/wrapper_decision_tree_original.svg
+++ b/figures/features/wrapper_decision_tree_original.svg
--- a/figures/features/wrapper_random_forests_derived.svg
+++ b/figures/features/wrapper_random_forests_derived.svg
--- a/figures/features/wrapper_random_forests_original.svg
+++ b/figures/features/wrapper_random_forests_original.svg
--- a/figures/features/wrapper_xgboost_derived.svg
+++ b/figures/features/wrapper_xgboost_derived.svg
--- a/figures/features/wrapper_xgboost_original.svg
+++ b/figures/features/wrapper_xgboost_original.svg
--- a/htmls/01 - DescriptiveAnalysis.html
+++ b/htmls/01 - DescriptiveAnalysis.html
--- a/htmls/02 - Generate datasets.html
+++ b/htmls/02 - Generate datasets.html
--- a/htmls/03 - Feature analysis original dataset.html
+++ b/htmls/03 - Feature analysis original dataset.html
--- a/htmls/04 - Feature analysis derivated datasets.html
+++ b/htmls/04 - Feature analysis derivated datasets.html
--- a/htmls/05 - ML Models - no sampling and without hyperparam.html
+++ b/htmls/05 - ML Models - no sampling and without hyperparam.html
--- a/htmls/06 - ML Models - sampling after split.html
+++ b/htmls/06 - ML Models - sampling after split.html
--- a/htmls/07 - ML Models - sampling before split.html
+++ b/htmls/07 - ML Models - sampling before split.html
--- a/htmls/08 - Analyzing and plotting models results.html
+++ b/htmls/08 - Analyzing and plotting models results.html
--- a/htmls/09 - Exploring best models.html
+++ b/htmls/09 - Exploring best models.html
--- a/results/all/all.csv
+++ b/results/all/all.csv
--- a/results/all/hyperp_sampling_after.tsv
+++ b/results/all/hyperp_sampling_after.tsv
--- a/results/all/hyperp_sampling_before_adasyn.tsv
+++ b/results/all/hyperp_sampling_before_adasyn.tsv
--- a/results/all/hyperp_sampling_before_smote.tsv
+++ b/results/all/hyperp_sampling_before_smote.tsv
--- a/results/all/no_hyperp.tsv
+++ b/results/all/no_hyperp.tsv
--- a/results/best/best.xlsx
+++ b/results/best/best.xlsx
--- a/results/best/best_by_accuracy_and_dataset.xlsx
+++ b/results/best/best_by_accuracy_and_dataset.xlsx
--- a/results/best/best_by_f1_and_dataset.xlsx
+++ b/results/best/best_by_f1_and_dataset.xlsx
--- a/results/best/best_by_precision_and_dataset.xlsx
+++ b/results/best/best_by_precision_and_dataset.xlsx
--- a/results/best/best_by_recall_and_dataset.xlsx
+++ b/results/best/best_by_recall_and_dataset.xlsx
--- a/results/best/best_by_roc_and_dataset.xlsx
+++ b/results/best/best_by_roc_and_dataset.xlsx
--- a/results/best/to_explore_by_dataset.xlsx
+++ b/results/best/to_explore_by_dataset.xlsx
--- a/results/best/to_explore_by_method.xlsx
+++ b/results/best/to_explore_by_method.xlsx
--- a/results/best/to_explore_by_sampling.xlsx
+++ b/results/best/to_explore_by_sampling.xlsx
--- a/results/best/to_explore_processed/to_explore_by_dataset.xlsx
+++ b/results/best/to_explore_processed/to_explore_by_dataset.xlsx
--- a/results/best/to_explore_processed/to_explore_by_method.xlsx
+++ b/results/best/to_explore_processed/to_explore_by_method.xlsx
--- a/results/best/to_explore_processed/to_explore_by_sampling.xlsx
+++ b/results/best/to_explore_processed/to_explore_by_sampling.xlsx