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

List of all members
Parameter Struct Reference

AdaBoost algorithm parameters. More...

Class Declaration

Deprecated:
This item will be removed in a future release.
struct DAAL_EXPORT Parameter : public classifier::Parameter
{
Parameter(size_t nClasses = 2);
Parameter(services::SharedPtr<classifier::training::Batch> wlTrainForParameter,
services::SharedPtr<classifier::prediction::Batch> wlPredictForParameter,
double acc = 0.0, size_t maxIter = 10, double learnRate = 1.0, DAAL_UINT64 resToCompute = computeWeakLearnersErrors, size_t nCl = 2);
services::SharedPtr<classifier::training::Batch> weakLearnerTraining;
services::SharedPtr<classifier::prediction::Batch> weakLearnerPrediction;
size_t maxIterations;
double learningRate;
DAAL_UINT64 resultsToCompute;
services::Status check() const DAAL_C11_OVERRIDE;
};

Constructor & Destructor Documentation

DAAL_DEPRECATED Parameter ( )

Default constructor

DAAL_DEPRECATED Parameter ( services::SharedPtr< weak_learner::training::Batch >  wlTrainForParameter,
services::SharedPtr< weak_learner::prediction::Batch >  wlPredictForParameter,
double  acc = 0.0,
size_t  maxIter = 10 
)

Constructs the AdaBoost parameter structure

Parameters
[in]wlTrainForParameterPointer to the training algorithm of the weak learner
[in]wlPredictForParameterPointer to the prediction algorithm of the weak learner
[in]accAccuracy of the AdaBoost training algorithm
[in]maxIterMaximal number of iterations of the AdaBoost training algorithm

Member Data Documentation

double accuracyThreshold

Accuracy of the AdaBoost training algorithm

size_t maxIterations

Maximal number of iterations of the AdaBoost training algorithm


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

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