random_forest.hpp File Reference
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Classes | |
| class | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > |
| The RandomForest class provides an implementation of random forests, described in Breiman's seminal 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 = GiniGain , typename DimensionSelectionType = MultipleRandomDimensionSelect , template < typename > class CategoricalSplitType = AllCategoricalSplit > | |
| using | ExtraTrees = RandomForest< FitnessFunction, DimensionSelectionType, RandomBinaryNumericSplit, CategoricalSplitType, false > |
| Convenience typedef for Extra Trees. More... | |
Detailed Description
Definition of the RandomForest class.
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 random_forest.hpp.