Classification and Regression

Classification

Decision tree classifier

Random forest classifier

Gradient-boosted tree classifier

Multilayer perceptron classifier

Linear Support Vector Machine

One-vs-Rest classifier (a.k.a. One-vs-All)

Naive Bayes

Regression

Linear regression

Generalized linear regression

Decision tree regression

Random forest regression

Gradient-boosted tree regression

Survival regression

Isotonic regression