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

List of all members
Parameter Struct Reference

Parameters for the quality metrics set compute() method. More...

Class Declaration

struct DAAL_EXPORT Parameter : public daal::algorithms::Parameter
{
Parameter(size_t nBeta, size_t nBetaReducedModel, double alphaVal = 0.05, double accuracyVal = 0.001);
virtual ~Parameter() {}
double alpha;
size_t numBeta;
virtual services::Status check() const;
};

Member Function Documentation

virtual services::Status check ( ) const
virtual

Checks the correctness of the parameter

Returns
Status of computations

Member Data Documentation

double accuracyThreshold

Values below this threshold are considered equal to it

double alpha

Significance level used in the computation of betas confidence intervals

size_t numBeta

Number of beta coefficients (p) of linear regression model used for prediction

size_t numBetaReducedModel

Number of beta coefficients (p0) used for prediction with reduced linear regression model where p - p0 of p beta coefficients are set to 0


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

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