shark::RFClassifier Member List

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

AbstractModel()shark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
addModel(CARTClassifier< RealVector > const &model, double weight=1.0)shark::MeanModel< CARTClassifier< RealVector > >inline
BatchInputType typedefshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
BatchOutputType typedefshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
BOOST_SERIALIZATION_SPLIT_MEMBER()shark::ISerializable
clearModels()shark::MeanModel< CARTClassifier< RealVector > >inline
computeFeatureImportances()shark::RFClassifierinline
computeOOBerror()shark::RFClassifierinline
countAttributes() constshark::RFClassifierinline
createState() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
eval(typename base_type::BatchInputType const &patterns, typename base_type::BatchOutputType &outputs) constshark::MeanModel< CARTClassifier< RealVector > >inline
eval(typename base_type::BatchInputType const &patterns, typename base_type::BatchOutputType &outputs, State &state) constshark::MeanModel< CARTClassifier< RealVector > >inline
AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >::eval(BatchInputType const &patterns, BatchOutputType &outputs) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >::eval(BatchInputType const &patterns, BatchOutputType &outputs, State &state) const=0shark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >pure virtual
AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >::eval(InputType const &pattern, OutputType &output) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
Feature enum nameshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
featureImportances() constshark::RFClassifierinline
FeatureNotAvailableException typedefshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
Features typedefshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
features() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
getForestInfo() constshark::RFClassifierinline
HAS_FIRST_INPUT_DERIVATIVE enum valueshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
HAS_FIRST_PARAMETER_DERIVATIVE enum valueshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
HAS_SECOND_INPUT_DERIVATIVE enum valueshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
HAS_SECOND_PARAMETER_DERIVATIVE enum valueshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
hasFirstInputDerivative() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
hasFirstParameterDerivative() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
hasSecondInputDerivative() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
hasSecondParameterDerivative() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
InputType typedefshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
IS_SEQUENTIAL enum valueshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
isSequential() constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
load(InArchive &archive, unsigned int version)shark::ISerializableinline
m_featureImportancesshark::RFClassifierprotected
m_featuresshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >protected
m_inputDimensionshark::RFClassifierprotected
m_labelDimensionshark::RFClassifierprotected
m_modelsshark::MeanModel< CARTClassifier< RealVector > >protected
m_OOBerrorshark::RFClassifierprotected
m_weightshark::MeanModel< CARTClassifier< RealVector > >protected
m_weightSumshark::MeanModel< CARTClassifier< RealVector > >protected
MeanModel()shark::MeanModel< CARTClassifier< RealVector > >inline
name() constshark::RFClassifierinlinevirtual
numberOfModels() constshark::MeanModel< CARTClassifier< RealVector > >inline
numberOfParameters() constshark::IParameterizableinlinevirtual
OOBerror() constshark::RFClassifierinline
operator()(Data< InputType > const &patterns) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
operator()(InputType const &pattern) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
operator()(BatchInputType const &patterns) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inline
OutputType typedefshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >
parameterVector() constshark::MeanModel< CARTClassifier< RealVector > >inlinevirtual
read(InArchive &archive)shark::MeanModel< CARTClassifier< RealVector > >inlinevirtual
save(OutArchive &archive, unsigned int version) constshark::ISerializableinline
setForestInfo(ForestInfo const &finfo, std::vector< double > const &weights=std::vector< double >())shark::RFClassifierinline
setInputDimension(std::size_t in)shark::RFClassifierinline
setLabelDimension(std::size_t in)shark::RFClassifierinline
setParameterVector(const RealVector &param)shark::MeanModel< CARTClassifier< RealVector > >inlinevirtual
setWeight(std::size_t i, double newWeight)shark::MeanModel< CARTClassifier< RealVector > >inline
updateFeatures()shark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
weight(std::size_t i) constshark::MeanModel< CARTClassifier< RealVector > >inline
weightedDerivatives(BatchInputType const &patterns, BatchOutputType const &coefficients, State const &state, RealVector &parameterDerivative, BatchInputType &inputDerivative) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
weightedInputDerivative(BatchInputType const &pattern, BatchOutputType const &coefficients, State const &state, BatchInputType &derivative) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
weightedInputDerivative(BatchInputType const &pattern, BatchOutputType const &coefficients, typename Batch< RealMatrix >::type const &errorHessian, State const &state, RealMatrix &derivative, Batch< RealMatrix >::type &hessian) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
weightedParameterDerivative(BatchInputType const &pattern, BatchOutputType const &coefficients, State const &state, RealVector &derivative) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
weightedParameterDerivative(BatchInputType const &pattern, BatchOutputType const &coefficients, Batch< RealMatrix >::type const &errorHessian, State const &state, RealVector &derivative, RealMatrix &hessian) constshark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
write(OutArchive &archive) constshark::MeanModel< CARTClassifier< RealVector > >inlinevirtual
~AbstractModel()shark::AbstractModel< CARTClassifier< RealVector > ::InputType, CARTClassifier< RealVector > ::OutputType >inlinevirtual
~INameable()shark::INameableinlinevirtual
~IParameterizable()shark::IParameterizableinlinevirtual
~ISerializable()shark::ISerializableinlinevirtual