24 #ifndef __RIDGE_REGRESSION_MODEL_H__
25 #define __RIDGE_REGRESSION_MODEL_H__
27 #include "data_management/data/numeric_table.h"
28 #include "algorithms/linear_model/linear_model_model.h"
39 namespace ridge_regression
58 struct Parameter :
public linear_model::Parameter
70 struct DAAL_EXPORT TrainParameter :
public Parameter
74 services::Status check()
const DAAL_C11_OVERRIDE;
76 data_management::NumericTablePtr ridgeParameters;
92 class DAAL_EXPORT Model :
public linear_model::Model
95 DAAL_CAST_OPERATOR(Model)
97 typedef services::SharedPtr<Model> ModelPtr;
98 typedef services::SharedPtr<const Model> ModelConstPtr;
102 using interface1::Parameter;
103 using interface1::TrainParameter;
104 using interface1::Model;
105 using interface1::ModelPtr;
106 using interface1::ModelConstPtr;
118 DAAL_EXPORT services::Status checkModel(
119 ridge_regression::Model* model,
const daal::algorithms::Parameter &par,
size_t nBeta,
size_t nResponses,
int method);
daal::algorithms::ridge_regression::interface1::Parameter
Parameters for the ridge regression algorithm.
Definition: ridge_regression_model.h:58
daal::algorithms::ridge_regression::checkModel
DAAL_EXPORT services::Status checkModel(ridge_regression::Model *model, const daal::algorithms::Parameter &par, size_t nBeta, size_t nResponses, int method)
daal::algorithms::ridge_regression::interface1::TrainParameter::ridgeParameters
data_management::NumericTablePtr ridgeParameters
Definition: ridge_regression_model.h:76
daal::algorithms::ridge_regression::interface1::TrainParameter
Parameters for the ridge regression algorithm.
Definition: ridge_regression_model.h:70
daal::algorithms::elastic_net::training::model
Definition: elastic_net_training_types.h:109
daal::algorithms::ridge_regression::interface1::Model
Base class for models trained with the ridge regression algorithm
Definition: ridge_regression_model.h:92