weaslbe
commented
6 years ago - Fixing unstable AUC score behaviour of Donut
- not thresholding the scores in predict anymore
- before: AUC scores below or around 0.5
- now: consistently better results for pollution and missing values
- also fixing thresholding line in scores plots to use the best threshold too auroc-1-5-2018-07-12-214753.pdf scores_Syn Extreme Outliers (mis=0.675)-1-5-2018-07-12-214751.pdf boxplot_auc_for_Donut_3_runs-1-5-2018-07-12-214444.pdf auroc-1-5-2018-07-12-214446.pdf scores_Syn Extreme Outliers (pol=0.125)-1-5-2018-07-12-214359.pdf boxplot_auc_for_Donut_3_runs-1-5-2018-07-12-214751.pdf