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

Namespaces | Functions
daal::algorithms::lasso_regression Namespace Reference

Contains classes of the lasso regression algorithm.

Namespaces

 interface1
 Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 
 prediction
 Contains a class for making lasso regression model-based prediction.
 
 training
 Contains a class for lasso regression model-based training.
 

Functions

DAAL_EXPORT services::Status checkModel (lasso_regression::Model *model, const daal::algorithms::Parameter &par, size_t nBeta, size_t nResponses, int method)
 

Function Documentation

DAAL_EXPORT services::Status daal::algorithms::lasso_regression::checkModel ( lasso_regression::Model *  model,
const daal::algorithms::Parameter &  par,
size_t  nBeta,
size_t  nResponses,
int  method 
)

Checks the correctness of lasso regression model

Parameters
[in]modelThe model to check
[in]parThe parameter of lasso regression algorithm
[in]nBetaRequired number of lasso regression coefficients
[in]nResponsesRequired number of responses on the training stage
[in]methodComputation method
Returns
Status of computations

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