shark::RFTrainer Member List

This is the complete list of members for shark::RFTrainer, including all inherited members.

AttributeTable typedefshark::RFTrainerprotected
AttributeTables typedefshark::RFTrainerprotected
average(const std::vector< RealVector > &labels)shark::RFTrainerprotected
AbstractTrainer< RFClassifier, unsigned int >::BOOST_SERIALIZATION_SPLIT_MEMBER()shark::ISerializable
AbstractTrainer< RFClassifier >::BOOST_SERIALIZATION_SPLIT_MEMBER()shark::ISerializable
buildTree(AttributeTables &tables, const ClassificationDataset &dataset, boost::unordered_map< std::size_t, std::size_t > &cAbove, std::size_t nodeId)shark::RFTrainerprotected
buildTree(AttributeTables &tables, const RegressionDataset &dataset, const std::vector< RealVector > &labels, std::size_t nodeId)shark::RFTrainerprotected
createAttributeTables(Data< RealVector > const &dataset, AttributeTables &tables)shark::RFTrainerprotected
createCountMatrix(const ClassificationDataset &dataset, boost::unordered_map< std::size_t, std::size_t > &cAbove)shark::RFTrainerprotected
AbstractTrainer< RFClassifier, unsigned int >::DatasetType typedefshark::AbstractTrainer< RFClassifier, unsigned int >
AbstractTrainer< RFClassifier >::DatasetType typedefshark::AbstractTrainer< RFClassifier >
generateRandomTableIndicies(std::set< std::size_t > &tableIndicies)shark::RFTrainerprotected
gini(boost::unordered_map< std::size_t, std::size_t > &countMatrix, std::size_t n)shark::RFTrainerprotected
hist(boost::unordered_map< std::size_t, std::size_t > countMatrix)shark::RFTrainerprotected
AbstractTrainer< RFClassifier, unsigned int >::InputType typedefshark::AbstractTrainer< RFClassifier, unsigned int >
AbstractTrainer< RFClassifier >::InputType typedefshark::AbstractTrainer< RFClassifier >
AbstractTrainer< RFClassifier, unsigned int >::LabelType typedefshark::AbstractTrainer< RFClassifier, unsigned int >
AbstractTrainer< RFClassifier >::LabelType typedefshark::AbstractTrainer< RFClassifier >
AbstractTrainer< RFClassifier, unsigned int >::load(InArchive &archive, unsigned int version)shark::ISerializableinline
AbstractTrainer< RFClassifier >::load(InArchive &archive, unsigned int version)shark::ISerializableinline
m_Bshark::RFTrainerprotected
m_computeFeatureImportancesshark::RFTrainerprotected
m_computeOOBerrorshark::RFTrainerprotected
m_inputDimensionshark::RFTrainerprotected
m_labelDimensionshark::RFTrainerprotected
m_maxLabelshark::RFTrainerprotected
m_nodeSizeshark::RFTrainerprotected
m_OOBratioshark::RFTrainerprotected
m_regressionLearnershark::RFTrainerprotected
m_tryshark::RFTrainerprotected
AbstractTrainer< RFClassifier, unsigned int >::ModelType typedefshark::AbstractTrainer< RFClassifier, unsigned int >
AbstractTrainer< RFClassifier >::ModelType typedefshark::AbstractTrainer< RFClassifier >
name() constshark::RFTrainerinlinevirtual
numberOfParameters() constshark::IParameterizableinlinevirtual
parameterVector() constshark::RFTrainerinlinevirtual
read(InArchive &archive)shark::ISerializableinlinevirtual
RFTrainer(bool computeFeatureImportances=false, bool computeOOBerror=false)shark::RFTrainer
AbstractTrainer< RFClassifier, unsigned int >::save(OutArchive &archive, unsigned int version) constshark::ISerializableinline
AbstractTrainer< RFClassifier >::save(OutArchive &archive, unsigned int version) constshark::ISerializableinline
setDefaults()shark::RFTrainerprotected
setMTry(std::size_t mtry)shark::RFTrainer
setNodeSize(std::size_t nTrees)shark::RFTrainer
setNTrees(std::size_t nTrees)shark::RFTrainer
setOOBratio(double ratio)shark::RFTrainer
setParameterVector(RealVector const &newParameters)shark::RFTrainerinlinevirtual
splitAttributeTables(const AttributeTables &tables, std::size_t index, std::size_t valIndex, AttributeTables &LAttributeTables, AttributeTables &RAttributeTables)shark::RFTrainerprotected
tableSort(const RFAttribute &v1, const RFAttribute &v2)shark::RFTrainerprotectedstatic
totalSumOfSquares(std::vector< RealVector > &labels, std::size_t from, std::size_t to, const RealVector &sumLabel)shark::RFTrainerprotected
train(RFClassifier &model, const ClassificationDataset &dataset)shark::RFTrainer
train(RFClassifier &model, const RegressionDataset &dataset)shark::RFTrainer
AbstractTrainer< RFClassifier, unsigned int >::train(ModelType &model, DatasetType const &dataset)=0shark::AbstractTrainer< RFClassifier, unsigned int >pure virtual
AbstractTrainer< RFClassifier >::train(ModelType &model, DatasetType const &dataset)=0shark::AbstractTrainer< RFClassifier >pure virtual
write(OutArchive &archive) constshark::ISerializableinlinevirtual
~INameable()shark::INameableinlinevirtual
~IParameterizable()shark::IParameterizableinlinevirtual
~ISerializable()shark::ISerializableinlinevirtual