Gene expression classification on GSE9476 (test)
97.18Balanced AccuracyCovridge
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Covridgeclassifier=neural network, penalty=weighted covariance transformation + l2, evaluation_protocol=10 repetitions of 10-fold cross-validation2026.04 | 97.18 | 0.0199 | |
| Sparridgeclassifier=neural network, penalty=dual-penalty regularization, evaluation_protocol=10 repetitions of 10-fold cross-validation2026.04 | 96.73 | 0.0255 | |
| Lassoclassifier=neural network, penalty=l1, evaluation_protocol=10 repetitions of 10-fold cross-validation2026.04 | 96.71 | 0.0202 | |
| Elastic Netclassifier=neural network, penalty=l1 and l2, evaluation_protocol=10 repetitions of 10-fold cross-validation2026.04 | 91.81 | 0.0423 | |
| Ridgeclassifier=neural network, penalty=l2, evaluation_protocol=10 repetitions of 10-fold cross-validation2026.04 | 86.64 | 0.0438 | |
| No Regularizationclassifier=neural network, evaluation_protocol=10 repetitions of 10-fold cross-validation2026.04 | 84.15 | 0.061 |