functions

This category contains 16 nodes.

Classifier for building linear logistic regression models.

Implements John Platt's sequential minimal optimization algorithm for training a support vector classifier.

Implements Alex Smola and Bernhard Scholkopf's sequential minimal optimization algorithm for training a support vector regression model.

SVMreg implements the support vector machine for regression.

Implementation of the voted perceptron algorithm by Freund and Schapire.

Implements Winnow and Balanced Winnow algorithms by Littlestone.