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Prediction Accuracy (AUC) on diabetes data.
| Settings | avg. AUC | std AUC |
|---|---|---|
| ACC, L = 1 (SLSVM) | 79.24% | 0.52% |
| ACC, L = 2 | 78.55% | 0.41% |
| ACC, L = 3 | 78.53% | 0.41% |
| ACC, L = 4 | 78.46% | 0.35% |
| ACC, L = 5 | 78.36% | 0.36% |
| ACC, L = 6 | 78.18% | 0.50% |
| 4-LRT | 78.74% | 0.28% |
| Lin. SVM | 76.87% | 0.48% |
| RBF SVM | 77.96% | 0.27% |
| sparse LR | 78.91% | 0.38% |
| CT-LSVM (L = 2) | 75.63% | 0.50% |
| CT-SLSVM (L = 2) | 77.99% | 0.49% |
| random forests | 84.53% | 0.26% |
| random forests on selected features (baseline) | 65.77% | 0.47% |
