hoeffding_tree.hpp File Reference
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class  HoeffdingTree< FitnessFunction, NumericSplitType, CategoricalSplitType >
 The HoeffdingTree object represents all of the necessary information for a Hoeffding-bound-based decision tree. More...



Linear algebra utility functions, generally performed on matrices or vectors.
Trees and tree-building procedures.

Detailed Description

Ryan Curtin

An implementation of the standard Hoeffding tree by Pedro Domingos and Geoff Hulten in ``Mining High-Speed Data Streams''.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file hoeffding_tree.hpp.