mlpack 3.4.2
RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType > Member List

This is the complete list of members for RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >, including all inherited members.

Classify(const VecType &point) constRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Classify(const VecType &point, size_t &prediction, arma::vec &probabilities) constRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Classify(const MatType &data, arma::Row< size_t > &predictions) constRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Classify(const MatType &data, arma::Row< size_t > &predictions, arma::mat &probabilities) constRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
DecisionTreeType typedefRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
NumTrees() constRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >inline
RandomForest()RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >inline
RandomForest(const MatType &dataset, const arma::Row< size_t > &labels, const size_t numClasses, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
RandomForest(const MatType &dataset, const data::DatasetInfo &datasetInfo, const arma::Row< size_t > &labels, const size_t numClasses, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
RandomForest(const MatType &dataset, const arma::Row< size_t > &labels, const size_t numClasses, const arma::rowvec &weights, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
RandomForest(const MatType &dataset, const data::DatasetInfo &datasetInfo, const arma::Row< size_t > &labels, const size_t numClasses, const arma::rowvec &weights, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
serialize(Archive &ar, const unsigned int)RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Train(const MatType &data, const arma::Row< size_t > &labels, const size_t numClasses, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Train(const MatType &data, const data::DatasetInfo &datasetInfo, const arma::Row< size_t > &labels, const size_t numClasses, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Train(const MatType &data, const arma::Row< size_t > &labels, const size_t numClasses, const arma::rowvec &weights, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Train(const MatType &data, const data::DatasetInfo &datasetInfo, const arma::Row< size_t > &labels, const size_t numClasses, const arma::rowvec &weights, const size_t numTrees=20, const size_t minimumLeafSize=1, const double minimumGainSplit=1e-7, const size_t maximumDepth=0, DimensionSelectionType dimensionSelector=DimensionSelectionType())RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >
Tree(const size_t i) constRandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >inline
Tree(const size_t i)RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, ElemType >inline