Upload datasets, figures, results and code

db1ae6dd · Lucia Prieto · 14aa0ee8 · db1ae6dd · db1ae6dd · db1ae6dd
Commit db1ae6dd authored May 05, 2022 by Lucia Prieto
58 changed files
--- a/01 - DescriptiveAnalysis.ipynb
+++ b/01 - DescriptiveAnalysis.ipynb
--- a/02 - Generate datasets.ipynb
+++ b/02 - Generate datasets.ipynb
--- a/03 - Feature selection original dataset.ipynb
+++ b/03 - Feature selection original dataset.ipynb
--- a/04 - Feature selection derivated datasets.ipynb
+++ b/04 - Feature selection 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/FEATURESeets_v1_withRetweets.tsv
+++ b/datasets/FEATURESeets_v1_withRetweets.tsv
--- a/datasets/FEATURESeets_v1_withoutRetweets.tsv
+++ b/datasets/FEATURESeets_v1_withoutRetweets.tsv
--- a/datasets/d0.csv
+++ b/datasets/d0.csv
--- 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/ML model metrics/best_by_accuracy.svg
+++ b/figures/ML model metrics/best_by_accuracy.svg
--- a/figures/ML model metrics/best_by_f1.svg
+++ b/figures/ML model metrics/best_by_f1.svg
--- a/figures/ML model metrics/best_by_precision.svg
+++ b/figures/ML model metrics/best_by_precision.svg
--- a/figures/ML model metrics/best_by_recall.svg
+++ b/figures/ML model metrics/best_by_recall.svg
--- a/figures/ML model metrics/best_by_roc.svg
+++ b/figures/ML model metrics/best_by_roc.svg
--- 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/heatmaps/heatmap_III_corr_pearson_ALLdatasets.svg
+++ b/figures/heatmaps/heatmap_III_corr_pearson_ALLdatasets.svg
--- a/figures/heatmaps/heatmap_II_corr_pearson_withoutRTs.svg
+++ b/figures/heatmaps/heatmap_II_corr_pearson_withoutRTs.svg
--- a/figures/heatmaps/heatmap_corr_pearson_withoutRTs.png
+++ b/figures/heatmaps/heatmap_corr_pearson_withoutRTs.png
--- a/figures/heatmaps/heatmap_corr_pearson_withoutRTs.svg
+++ b/figures/heatmaps/heatmap_corr_pearson_withoutRTs.svg
--- a/figures/variables.svg
+++ b/figures/variables.svg
--- a/results/all/all.csv
+++ b/results/all/all.csv
--- a/results/all/all.xlsx
+++ b/results/all/all.xlsx
--- 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_metric_and_method.xlsx
+++ b/results/best/best_by_metric_and_method.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/to_explore_by_dataset.xlsx
+++ b/results/best/to_explore/to_explore_by_dataset.xlsx
--- a/results/best/to_explore/to_explore_by_method.xlsx
+++ b/results/best/to_explore/to_explore_by_method.xlsx
--- a/results/best/to_explore/to_explore_by_sampling.xlsx
+++ b/results/best/to_explore/to_explore_by_sampling.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