Binary Classification on Phoneme 1%
0.269PR AUCMGS (d + 1)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MGS (d + 1)Strategy=MGS, Classifier=Random Forest2024.02 | 0.269 | 0.032 | — | |
| MGS (d + 1)Model=Random Forest2024.02 | 0.269 | — | 7.2 | |
| Forest DiffStrategy=Forest Diff, Classifier=Random Forest2024.02 | 0.249 | 0.047 | — | |
| Forest DiffModel=Random Forest2024.02 | 0.249 | — | 306.3 | |
| SMOTE K-tunedStrategy=SMOTE K-tuned, Classifier=Random Forest2024.02 | 0.24 | 0.035 | — | |
| SMOTE K-tunedModel=Random Forest2024.02 | 0.24 | — | 120.2 | |
| SMOTEStrategy=SMOTE, Classifier=Random Forest2024.02 | 0.224 | 0.035 | — | |
| SMOTEModel=Random Forest2024.02 | 0.224 | — | 6.1 | |
| BS1Strategy=BS1, Classifier=Random Forest2024.02 | 0.222 | 0.03 | — | |
| BS1Model=Random Forest2024.02 | 0.222 | — | 5.5 | |
| CWStrategy=CW, Classifier=Random Forest2024.02 | 0.211 | 0.026 | — | |
| BS2Strategy=BS2, Classifier=Random Forest2024.02 | 0.211 | 0.028 | — | |
| CWModel=Random Forest2024.02 | 0.211 | — | 5.1 | |
| BS2Model=Random Forest2024.02 | 0.211 | — | 5.5 | |
| ROSStrategy=ROS, Classifier=Random Forest2024.02 | 0.2 | 0.037 | — | |
| ROSModel=Random Forest2024.02 | 0.2 | — | 5.9 | |
| NoneStrategy=None, Classifier=Random Forest2024.02 | 0.198 | 0.026 | — | |
| NoneModel=Random Forest2024.02 | 0.198 | — | 6 | |
| CT GANStrategy=CT GAN, Classifier=Random Forest2024.02 | 0.13 | 0.042 | — | |
| CT GANModel=Random Forest2024.02 | 0.13 | — | 32.8 | |
| RUSStrategy=RUS, Classifier=Random Forest2024.02 | 0.086 | 0.031 | — | |
| RUSModel=Random Forest2024.02 | 0.086 | — | 1.7 | |
| NM1Strategy=NM1, Classifier=Random Forest2024.02 | 0.054 | 0.014 | — | |
| NM1Model=Random Forest2024.02 | 0.054 | — | 1.7 |