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ResearchFormerly WizWand

PPSP prediction on PPSP (test)

0.821AUROCTop N
0.236520.388260.540.69174Aug 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Top NScorer=MI & STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.8210.0870.1-0.039
Top NScorer=STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.736-0.0010.056-0.104
Std. Dev.Scorer=MI & STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.689-0.0850.049-0.267
mRMRScorer=STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.661-0.080.048-0.158
SFM-LinearSVMBackbone=PubMedBERT, Classifier=MLP2023.080.658-0.1320.045-0.242
IdentityBackbone=PubMedBERT, Classifier=MLP2023.080.576-0.3050.036-0.505
ReliefFBackbone=PubMedBERT, Classifier=MLP2023.080.545-0.3150.034-0.314
RFEBackbone=PubMedBERT, Classifier=MLP2023.080.534-0.2990.034-0.418
SFM-XGBoostBackbone=PubMedBERT, Classifier=MLP2023.080.43-0.2490.028-0.123
mRMRScorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.080.43-0.1610.031-0.044
Top NScorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.080.331-0.190.023-0.025
Std. Dev.Scorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.080.259-0.2350.021-0.022