Linear Models

Linear classifiers

linear_model.LogisticRegression([penalty, ...])

Logistic Regression (aka logit, MaxEnt) classifier.

Classical linear regressors

linear_model.LinearRegression(*[, ...])

Ordinary least squares Linear Regression.