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 | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::tree | |
Trees and tree-building procedures. | |
Typedefs | |
template < typename FitnessFunction > | |
| using | HoeffdingDoubleNumericSplit = HoeffdingNumericSplit< FitnessFunction, double > |
| Convenience typedef. More... | |
Detailed Description
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.