_model. .LogisticRegression. ¶. Logistic Regression (aka logit, MaxEnt) classifier. In the multiclass case, the training algorithm uses the onevsrest (OvR) scheme if the 'multi_class' option is set to 'ovr', and uses the crossentropy loss if the 'multi_class' option is set to 'multinomial'.