hoeffding_numeric_split.hpp File Reference
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Classes

class  HoeffdingNumericSplit< FitnessFunction, ObservationType >
 The HoeffdingNumericSplit class implements the numeric feature splitting strategy alluded to by Domingos and Hulten in the following paper: More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::tree
 
Trees and tree-building procedures.
 

Typedefs

template
<
typename
FitnessFunction
>
using HoeffdingDoubleNumericSplit = HoeffdingNumericSplit< FitnessFunction, double >
 Convenience typedef. More...

 

Detailed Description

Author
Ryan Curtin

A numeric feature split for Hoeffding trees. This is a very simple implementation based on a minor note in the paper "Mining High-Speed Data Streams" by Pedro Domingos and Geoff Hulten.

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_numeric_split.hpp.