| True Positive Rate (Sensitivity) | False Positive Rate | True Negative Rate (Specificity) | False Negative Rate | ||||
---|---|---|---|---|---|---|---|---|
Classifier | Full | Filtered | Full | Filtered | Full | Filtered | Full | Filtered |
Naïve Bayes | 0.96 (0.09) | 0.93 (0.08) | 0.18 (0.16) | 0.003 (0.02) | 0.82 (0.17) | 0.99 (0.02) | 0.03 (0.09) | 0.06 (0.08) |
Logistic Regression | 0.98 (0.04) | 0.95 (0.07) | 0.11 (0.16) | 0.01 (0.03) | 0.89 (0.16) | 0.99 (0.03) | 0.01 (0.04) | 0.05 (0.08) |
Random Forests | 0.95 (0.09) | 0.94 (0.11) | 0.17 (0.17) | 0.10 (0.14) | 0.83 (0.17) | 0.89 (0.14) | 0.05 (0.09) | 0.06 (0.11) |
ZeroR | 0.81 (0.39) | 0.81 (0.39) | 0.81 (0.39) | 0.81 (0.39) | 0.19 (0.39) | 0.19 (0.39) | 0.19 (0.39) | 0.19 (0.39) |