Model | Accuracy | AUC |
---|---|---|
Two-step stacking (14 models) | \(\mathbf {87.7}\% \mathbf {(0.023)}\) | 0.904 (0.026) |
Two-step stacking (3 models) | \(79.4\% (0.028)\) | 0.822 (0.030) |
Traditional stacking (14 models) | \(81.8\% (0.033)\) | 0.854 (0.034) |
Traditional stacking (3 models) | \(76.7\% (0.038)\) | 0.798 (0.037) |
Weighted voting (14 models) | \(73.3\% (0.033)\) | 0.751 (0.040) |
Weighted voting (3 models) | \(71.7\% (0.035)\) | 0.728 (0.037) |
Two-step stacking with GLPS only | \(63.3\% (0.034)\) | 0.674 (0.047) |