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This category contains 30 nodes.

RacedIncrementalLogitBoost Deprecated

Classifier for incremental learning of large datasets by way of racing logit-boosted committees.

RandomCommittee Deprecated

Class for building an ensemble of randomizable base classifiers.

RandomSubSpace Deprecated

This method constructs a decision tree based classifier that maintains highest accuracy on training data and improves on generalization accuracy as […]

RegressionByDiscretization Deprecated

A regression scheme that employs any classifier on a copy of the data that has the class attribute (equal-width) discretized.

Stacking Deprecated

Combines several classifiers using the stacking method.

StackingC Deprecated

Implements StackingC (more efficient version of stacking).

ThresholdSelector Deprecated

A metaclassifier that selecting a mid-point threshold on the probability output by a Classifier.

Vote Deprecated

Class for combining classifiers. Different combinations of probability estimates for classification are available.