Table 2.
AUCs for Feature Selection techniques | ||||||||
---|---|---|---|---|---|---|---|---|
AUCknn | AUCknn | AUCsvn | AUCknn | AUCtreec | AUCknn | AUCloglc | AUCknn | AUCSVN |
P | q | PC1 | PC2 | PC1 & 2 | LDAi | LDAf | LDAb | GS |
90 | 89 | 83 | 88 | 87 | 86 | 88 | 91 | 88 |
| ||||||||
Sensitivities for Feature Selection techniques | ||||||||
SENSknn | SENSknn | SENSsvn | SENSknn | SENStreec | SENSknn | SENSloglc | SENSknn | SENSloglc |
p | q | PC1 | PC2 | PC1 & 2 | LDAi | LDAf | LDAb | GS |
| ||||||||
83 | 84 | 53 | 86 | 80 | 78 | 76 | 84 | 76 |
| ||||||||
Specificities for Feature Selection techniques | ||||||||
SPECknn | SPECknn | SPECsvn | SPECknn | SPECtreec | SPECknn | SPECloglc | SPECknn | SPECloglc |
p | q | PC1 | PC2 | PC1 & 2 | LDAi | LDAf | LDAb | GS |
| ||||||||
83 | 82 | 90 | 81 | 79 | 80 | 85 | 85 | 86 |