DESCRIPTIVES OUTLIER TECHNIQUES | Modified Z | t-Statistic | COPA | OS | ORT | TORT |
Maximum P-Value | 1 | 1 | 1 | 1 | 1 | 1 |
Minimum P-Value | 1 | 0 | 0 | 0.0001 | 0.0001 | 0.0001 |
Mean P-Value | 1 | 0.360 | 0.145 | 0.134 | 0.389 | 0.473 |
True Positives | 80 | 61 | 39 | 16 | 62 | 42 |
False Positives | 0 | 19 | 41 | 64 | 18 | 38 |
Minimum FDR | 160.506 | 0 | 0 | 0 | 0 | 0 |
Maximum FDR | 160.506 | 81.806 | 79.25 | 84.819 | 83.962 | 114.838 |
Mean FDR | 160.506 | 42.675 | 13.863 | 11.402 | 45.642 | 48.473 |
True(Significant) AUC = 0.5 AUC of ROC curve for k = 6 | 0.500 | 0.813 | 0.563 | 0.750 | 0.563 | 0.375 |
AUC of ROC curve for k = 10 | 0.500 | 0.781 | 0.594 | 0.719 | 0.594 | 0.438 |
AUC of ROC curve for k = 16 | 0.500 | 0.804 | 0.536 | 0.732 | 0.518 | 0.429 |
AUC of ROC curve for k = 25 | 0.500 | 0.828 | 0.563 | 0.734 | 0.500 | 0.438 |