TMVA::Experimental::ForestBase< T, ForestType > Struct Template Reference

template<typename T, typename ForestType>
struct TMVA::Experimental::ForestBase< T, ForestType >

Forest base class.

Template Parameters

T	Value type for the computation (usually floating point type)
ForestType	Type of the collection of trees

Definition at line 67 of file Forest.hxx.

Public Types
using	Value_t = T

Public Member Functions
void	Inference (const T *inputs, const int rows, bool layout, T *predictions)
	Perform inference of the forest on a batch of inputs.

Public Attributes
int	fNumInputs
	Number of input variables.
std::function< T(T)>	fObjectiveFunc
	Objective function.
ForestType	fTrees
	Store the forest, either as vector or jitted function.

#include <TMVA/TreeInference/Forest.hxx>

Member Typedef Documentation

Value_t

template<typename T , typename ForestType >

using TMVA::Experimental::ForestBase< T, ForestType >::Value_t = T

Definition at line 68 of file Forest.hxx.

Member Function Documentation

Inference()

template<typename T , typename ForestType >

void TMVA::Experimental::ForestBase< T, ForestType >::Inference ( const T *  inputs, const int  rows, bool  layout, T *  predictions  )

inline

Perform inference of the forest on a batch of inputs.

Parameters

[in]	inputs	Pointer to data containing the inputs
[in]	rows	Number of events in inputs vector
[in]	layout	Row major (true) or column major (false) memory layout
[in]	predictions	Pointer to the buffer to be filled with the predictions

Definition at line 83 of file Forest.hxx.

Member Data Documentation

fNumInputs

template<typename T , typename ForestType >

int TMVA::Experimental::ForestBase< T, ForestType >::fNumInputs

Number of input variables.

Definition at line 71 of file Forest.hxx.

fObjectiveFunc

template<typename T , typename ForestType >

std::function<T(T)> TMVA::Experimental::ForestBase< T, ForestType >::fObjectiveFunc

Objective function.

Definition at line 69 of file Forest.hxx.

fTrees

template<typename T , typename ForestType >

ForestType TMVA::Experimental::ForestBase< T, ForestType >::fTrees

Store the forest, either as vector or jitted function.

Definition at line 70 of file Forest.hxx.

Collaboration diagram for TMVA::Experimental::ForestBase< T, ForestType >:

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The documentation for this struct was generated from the following file:

• tmva/tmva/inc/TMVA/TreeInference/Forest.hxx