RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > Member List
This is the complete list of members for RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap >, including all inherited members.
| Classify(const VecType &point) const | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| Classify(const VecType &point, size_t &prediction, arma::vec &probabilities) const | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| Classify(const MatType &data, arma::Row< size_t > &predictions) const | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| Classify(const MatType &data, arma::Row< size_t > &predictions, arma::mat &probabilities) const | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| DecisionTreeType typedef | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| NumTrees() const | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | inline |
| RandomForest() | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| 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, UseBootstrap > | |
| 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, UseBootstrap > | |
| 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, UseBootstrap > | |
| 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, UseBootstrap > | |
| serialize(Archive &ar, const uint32_t) | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| 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, const bool warmStart=false, DimensionSelectionType dimensionSelector=DimensionSelectionType()) | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| 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, const bool warmStart=false, DimensionSelectionType dimensionSelector=DimensionSelectionType()) | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| 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, const bool warmStart=false, DimensionSelectionType dimensionSelector=DimensionSelectionType()) | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| 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, const bool warmStart=false, DimensionSelectionType dimensionSelector=DimensionSelectionType()) | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | |
| Tree(const size_t i) const | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | inline |
| Tree(const size_t i) | RandomForest< FitnessFunction, DimensionSelectionType, NumericSplitType, CategoricalSplitType, UseBootstrap > | inline |