Classification on 40-dataset panel (Overall)
-0.0057Mean Delta AUCIAIML-R
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IAIML-RReference Method=IAIML-A, Evaluation Protocol=Holm-corrected pairwise Wilcoxon signed-rank tests, N=402026.07 | -0.0057 | 17 | 14 | 9 | 0.652 | 0.652 | |
| RuleFitReference Method=IAIML-A, Evaluation Protocol=Holm-corrected pairwise Wilcoxon signed-rank tests, N=402026.07 | -0.007 | 17 | 22 | 1 | 0.302 | 0.604 | |
| XGBoostReference Method=IAIML-A, Evaluation Protocol=Holm-corrected pairwise Wilcoxon signed-rank tests, N=402026.07 | -0.012 | 16 | 23 | 1 | 0.072 | 0.216 | |
| LightGBMReference Method=IAIML-A, Evaluation Protocol=Holm-corrected pairwise Wilcoxon signed-rank tests, N=402026.07 | -0.0126 | 13 | 26 | 1 | 0.033 | 0.131 | |
| EBMReference Method=IAIML-A, Evaluation Protocol=Holm-corrected pairwise Wilcoxon signed-rank tests, N=402026.07 | -0.014 | 9 | 29 | 2 | 0.001 | 0.006 |