Tabular Classification
Scikit-learn
English
lightgbm
biology
chemistry
drug-discovery
pharmacology
toxicology
cytotoxicity
promiscuity
selectivity
safety
polypharmacology
logistic-regression
gradient-boosting
shap
rdkit
molecular-fingerprints
morgan-fingerprints
cubic-regression
binary-classification
statsmodels
research
Eval Results (legacy)
| { | |
| "model_type": "cubic_logistic_regression", | |
| "features": [ | |
| "promiscuity", | |
| "promiscuity^2", | |
| "promiscuity^3" | |
| ], | |
| "threshold_50": 77.38693467336682, | |
| "log_likelihood": -313.2504515557306, | |
| "aic": 634.5009031114612, | |
| "n_params": 4 | |
| } |