C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

List of all members
Batch< algorithmFPType, method > Class Template Reference

Trains the decision stump model. More...

Class Declaration

template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
class daal::algorithms::stump::classification::training::interface1::Batch< algorithmFPType, method >

Template Parameters
algorithmFPTypeData type to use in intermediate computations for the the decision stump training method, double or float
methodDecision stump training method, Method
Enumerations
References

Constructor & Destructor Documentation

Batch ( const Batch< algorithmFPType, method > &  other)

Constructs decision stump training algorithm by copying input objects of another decision stump training algorithm

Parameters
[in]otherAn algorithm to be used as the source to initialize the input objects and parameters of the algorithm

Member Function Documentation

services::SharedPtr<Batch<algorithmFPType, method> > clone ( ) const
inline

Returns a pointer to the newly allocated decision stump training algorithm with a copy of input objects and parameters of this decision stump training algorithm

Returns
Pointer to the newly allocated algorithm
InputType* getInput ( )
inline

Get input objects for the stump training algorithm

Returns
Input objects for the stump training algorithm
virtual int getMethod ( ) const
inlinevirtual

Returns method of the algorithm

Returns
Method of the algorithm
training::ResultPtr getResult ( )
inline

Returns the structure that contains computed results of the decision stump training algorithm

Returns
Structure that contains computed results of the decision stump training algorithm
ParameterType& parameter ( )
inline

Gets parameter of the algorithm

Returns
parameter of the algorithm
const ParameterType& parameter ( ) const
inline

Gets parameter of the algorithm

Returns
parameter of the algorithm
services::Status resetResult ( )
inline

Resets the training results of the classification algorithm

Member Data Documentation

InputType input

Input data structure


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

For more complete information about compiler optimizations, see our Optimization Notice.