Glossary: ML Beyond the Basics

Log-odds

Also written: logit

log(p / (1 − p)), the scale on which logistic regression and boosted trees add up their contributions. SHAP values for LightGBM are in log-odds, and 1 / (1 + e^−x) turns them back into probabilities.