Table 2.
Model | Accuracy | AUC | Training Time |
---|---|---|---|
Complex Tree | 88.8% | 0.90 | 2.88 s |
Simple Tree | 86.2% | 0.89 | 0.56 s |
Linear Discriminant | 73.3% | 0.84 | 1.14 s |
Quadratic Discriminant | 77.6% | 0.85 | 0.74 s |
Logistic Regression | 86.2% | 0.89 | 2.72 s |
Linear SVM | 92.2% | 0.98 | 1.41 s |
Boosted Trees | 78.4% | 0.78 | 4.69 s |
Bagged Trees | 87.9% | 0.96 | 4.32 s |
Subspace Discriminant | 85.3% | 0.96 | 4.66 s |
Subspace Trees | 77.6% | 0.86 | 4.96 s |