C++ API Reference for Intel® Data Analytics Acceleration Library 2019

List of all members

AdaBoost algorithm parameters. More...

Class Declaration

struct DAAL_EXPORT Parameter : public boosting::Parameter
{
Parameter(services::SharedPtr<weak_learner::training::Batch> wlTrainForParameter,
services::SharedPtr<weak_learner::prediction::Batch> wlPredictForParameter,
double acc = 0.0, size_t maxIter = 10);
size_t maxIterations;
services::Status check() const DAAL_C11_OVERRIDE;
};

Constructor & Destructor Documentation

Parameter ( )

Default constructor

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:

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