| Class | Description |
|---|---|
| MajorityClass |
Majority class learner.
|
| NoChange |
NoChange class classifier.
|
| Perceptron |
Single perceptron classifier.
|
| SGD |
Implements stochastic gradient descent for learning various linear models (binary class SVM, binary class logistic regression and linear regression).
|
| SGDMultiClass |
Implements stochastic gradient descent for learning various linear models (binary class SVM, binary class logistic regression and linear regression).
|
| SPegasos |
Implements the stochastic variant of the Pegasos
(Primal Estimated sub-GrAdient SOlver for SVM) method of Shalev-Shwartz et
al.
|
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