| Algorithm | Sparse | Proba | Notes |
|---|---|---|---|
| BernoulliNB | Y | Y | |
| MultinomialNB | Y | Y | |
| DummyClassifier | Y | Y | |
| KNeighborsClassifier | Y | Y | |
| LabelPropagation | Y | Y | |
| LabelSpreading | Y | Y | |
| LinearSVC | Y | ||
| LogisticRegression | Y | Y | |
| NearestCentroid | Y | ||
| NuSVC | Y | Y | |
| PassiveAgressiveClassifier | Y | ||
| Perceptron | Y | ||
| RadiusNeighborsClassifier | Y | ||
| RidgeClassifier | Y | ||
| RidgeClassifierCV | Y | ||
| SGDClassifier | Y | Using 'Log' or 'Huber' | |
| SVC | Y | Y | |
| KernelRidge | Y |