Joblib
PeptiVerse / best_models.txt
ynuozhang
major update
04c2975
Properties, Best_Model_WT, Best_Model_SMILES, Type, Threshold_WT, Threshold_SMILES,
Hemolysis, SVM, CNN (chemberta), Classifier, 0.2521, 0.564,
Non-Fouling, Transformer, ENET (peptideclm), Classifier, 0.57, 0.6969,
Solubility, CNN, Transformer (peptideclm), Classifier, 0.377, 0.329,
Permeability (Penetrance), SVM, SVM (chemberta), Classifier, 0.5493, 0.573,
Toxicity, -, CNN (chemberta), Classifier, -, 0.49,
Binding_affinity, wt_wt_pooled, chemberta_smiles_pooled, Regression, -, -,
Permeability_PAMPA, -, CNN (chemberta), Regression, -, -,
Permeability_CACO2, -, SVR (chemberta), Regression, -, -,
Halflife, Transformer, XGB (peptideclm), Regression, -, -,