Multi-class Classification on Contraceptive
0.9523F1-scoreIMOVNO+
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IMOVNO+Validation=5-fold cross-validation2026.02 | 0.9523 | 0.9558 | 0.9526 | 0.951 | — | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 0.9523 | 0.9558 | 0.9526 | 0.951 | — | |
| IMOVNO+Evaluation Protocol=5-fold cross-validation2026.02 | 0.9523 | — | — | 0.951 | 95.26 | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 0.9523 | 0.9558 | 0.9526 | 0.951 | — | |
| DT-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 0.539 | — | — | 0.538 | — | |
| SVM-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 0.539 | — | — | 0.545 | — | |
| CPSQSVMEvaluation Protocol=5-fold cross-validation2026.02 | 0.5371 | — | — | — | 54.67 | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 0.5285 | 0.5381 | 0.5269 | 0.5109 | — | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 0.5246 | 0.5281 | 0.5248 | 0.5155 | — | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 0.5246 | 0.5281 | 0.5248 | 0.5155 | — | |
| ECDNNValidation=5-fold cross-validation2026.02 | 0.5048 | 0.5113 | 0.5032 | 0.4904 | — | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 0.5035 | 0.5258 | 0.5265 | 0.518 | — | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 0.4476 | 0.4529 | 0.4492 | 0.4261 | — | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 0.4476 | 0.4529 | 0.4492 | 0.4261 | — | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 0.3465 | 0.4701 | 0.4338 | 0.2418 | — | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 0.3465 | 0.4701 | 0.4338 | 0.2418 | — |