Multiclass & Multioutput Problems

problem tree

Multiclass Classification, aka Label Binarization

One-vs-Rest Classification

Multilabel Classification

One vs One Classification

Output Code Classification

Multilabel Classification

Multioutput Classification

Classifier Chains

Multiclass-Multioutput (aka "Multitask") Classification

Multioutput Regression

Regressor Chaining