SVM | RP Forest Uni Class | RP Forest | C5.0 | |
---|---|---|---|---|
CDK | ||||
κ | 0.31 | 0.36 | 0.33 | 0.62 |
Sensitivity | 0.79 | 0.68 | 0.64 | 0.85 |
Specificity | 0.52 | 0.67 | 0.70 | 0.77 |
PPV | 0.68 | 0.73 | 0.73 | 0.83 |
MOE2D and SMARTS Keys | Not evaluated | Not evaluated | Not evaluated | |
κ | 0.67 | |||
Sensitivity | 0.86 | |||
Specificity | 0.80 | |||
PPV | 0.85 (baseline) | |||
CDK and SMARTS Keys | Not evaluated | Not evaluated | Not evaluated | |
κ | 0.65 | |||
Sensitivity | 0.86 | |||
Specificity | 0.78 | |||
PPV | 0.84 |
PPV, positive predicted value.