SVM | RP Forest Uni Class | RP Forest | C5.0 | |
---|---|---|---|---|
CDK | ||||
κ | 0.12 | 0.18 | 0.15 | 0.47 |
Sensitivity | 0.11 | 0.44 | 0.54 | 0.59 |
Specificity | 0.98 | 0.77 | 0.65 | 0.93 |
PPV | 0.51 | 0.30 | 0.26 | 0.67 |
MOE2D and SMARTS Keys | Not evaluated | Not evaluated | Not evaluated | |
κ | 0.53 | |||
Sensitivity | 0.64 | |||
Specificity | 0.94 | |||
PPV | 0.72 (baseline) | |||
CDK and SMARTS Keys | Not evaluated | Not evaluated | Not evaluated | |
κ | 0.50 | |||
Sensitivity | 0.62 | |||
Specificity | 0.94 | |||
PPV | 0.68 |
PPV, positive predicted value.