#include <mlpack/prereqs.hpp>#include <mlpack/core/data/dataset_mapper.hpp>#include "gini_impurity.hpp"#include "hoeffding_numeric_split.hpp"#include "hoeffding_categorical_split.hpp"#include "hoeffding_tree_impl.hpp"
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Classes | |
| class | mlpack::tree::HoeffdingTree< FitnessFunction, NumericSplitType, CategoricalSplitType > |
| The HoeffdingTree object represents all of the necessary information for a Hoeffding-bound-based decision tree. More... | |
Namespaces | |
| mlpack | |
| Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::tree | |
| Trees and tree-building procedures. | |
Detailed Description
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.
