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

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

Trains model of the Gradient Boosted Trees algorithms in the batch processing mode. More...

Class Declaration

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

Deprecated:
This item will be removed in a future release.
Template Parameters
algorithmFPTypeData type to use in intermediate computations for Gradient Boosted Trees, double or float
methodGradient Boosted Trees computation method, daal::algorithms::gbt::classification::training::Method
Enumerations
References

Constructor & Destructor Documentation

DAAL_DEPRECATED Batch ( size_t  nClasses)

Constructs the Gradient Boosted Trees training algorithm

Parameters
[in]nClassesNumber of classes
DAAL_DEPRECATED Batch ( const Batch< algorithmFPType, method > &  other)

Constructs a Gradient Boosted Trees training algorithm by copying input objects and parameters of another Gradient Boosted Trees training algorithm

Parameters
[in]otherAn algorithm to be used as the source to initialize the input objects and parameters of the algorithm
DAAL_DEPRECATED ~Batch ( )
inlinevirtual

Destructor

Reimplemented from Batch.

Member Function Documentation

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

Returns a pointer to the newly allocated Gradient Boosted Trees training algorithm with a copy of input objects and parameters of this Gradient Boosted Trees training algorithm

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

Get input objects for the Gradient Boosted Trees training algorithm

Returns
Input objects for the Gradient Boosted Trees training algorithm

Implements Batch.

virtual DAAL_DEPRECATED_VIRTUAL int getMethod ( ) const
inlinevirtual

Returns the method of the algorithm

Returns
Method of the algorithm
DAAL_DEPRECATED interface1::ResultPtr getResult ( )
inline

Returns the structure that contains results of Gradient Boosted Trees training

Returns
Structure that contains results of Gradient Boosted Trees training
DAAL_DEPRECATED ParameterType& parameter ( )
inline

Gets parameter of the algorithm

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

Gets parameter of the algorithm

Returns
parameter of the algorithm
DAAL_DEPRECATED services::Status resetResult ( )
inlinevirtual

Resets the training results of the classification algorithm

Implements Batch.

Member Data Documentation

InputType input

Input data structure


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

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