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ResearchFormerly WizWand

PPSP prediction on PPSP (train)

0.881AUROCIdentity
0.478520.583010.68750.79199Aug 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
IdentityBackbone=PubMedBERT, Classifier=MLP2023.080.8810.541
ReliefFBackbone=PubMedBERT, Classifier=MLP2023.080.8610.348
RFEBackbone=PubMedBERT, Classifier=MLP2023.080.8340.452
SFM-LinearSVMBackbone=PubMedBERT, Classifier=MLP2023.080.7910.286
Std. Dev.Scorer=MI & STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.7740.316
mRMRScorer=STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.7410.206
Top NScorer=STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.7370.16
Top NScorer=MI & STS, FT Dataset=combined, Backbone=PubMedBERT, Classifier=MLP2023.080.7340.138
SFM-XGBoostBackbone=PubMedBERT, Classifier=MLP2023.080.6790.151
mRMRScorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.080.5910.075
Top NScorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.080.5210.048
Std. Dev.Scorer=MI, Backbone=PubMedBERT, Classifier=MLP2023.080.4940.044