PPSP prediction on PPSP (test)
0.821AUROCTop N
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Top NScorer=MI & STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.821 | 0.087 | 0.1 | -0.039 | |
| Top NScorer=STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.736 | -0.001 | 0.056 | -0.104 | |
| Std. Dev.Scorer=MI & STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.689 | -0.085 | 0.049 | -0.267 | |
| mRMRScorer=STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.661 | -0.08 | 0.048 | -0.158 | |
| SFM-LinearSVMBackbone=PubMedBERT, Classifier=MLP2023.08 | 0.658 | -0.132 | 0.045 | -0.242 | |
| IdentityBackbone=PubMedBERT, Classifier=MLP2023.08 | 0.576 | -0.305 | 0.036 | -0.505 | |
| ReliefFBackbone=PubMedBERT, Classifier=MLP2023.08 | 0.545 | -0.315 | 0.034 | -0.314 | |
| RFEBackbone=PubMedBERT, Classifier=MLP2023.08 | 0.534 | -0.299 | 0.034 | -0.418 | |
| SFM-XGBoostBackbone=PubMedBERT, Classifier=MLP2023.08 | 0.43 | -0.249 | 0.028 | -0.123 | |
| mRMRScorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.43 | -0.161 | 0.031 | -0.044 | |
| Top NScorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.331 | -0.19 | 0.023 | -0.025 | |
| Std. Dev.Scorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.08 | 0.259 | -0.235 | 0.021 | -0.022 |