22 #ifndef __RIDGE_REGRESSION_MODEL_H__
23 #define __RIDGE_REGRESSION_MODEL_H__
25 #include "data_management/data/numeric_table.h"
26 #include "algorithms/linear_model/linear_model_model.h"
37 namespace ridge_regression
56 struct Parameter :
public linear_model::Parameter
68 struct DAAL_EXPORT TrainParameter :
public Parameter
72 services::Status check()
const DAAL_C11_OVERRIDE;
74 data_management::NumericTablePtr ridgeParameters;
90 class DAAL_EXPORT Model :
public linear_model::Model
93 DAAL_CAST_OPERATOR(Model)
95 typedef services::SharedPtr<Model> ModelPtr;
96 typedef services::SharedPtr<const Model> ModelConstPtr;
100 using interface1::Parameter;
101 using interface1::TrainParameter;
102 using interface1::Model;
103 using interface1::ModelPtr;
104 using interface1::ModelConstPtr;
116 DAAL_EXPORT services::Status checkModel(
117 ridge_regression::Model* model,
const daal::algorithms::Parameter &par,
size_t nBeta,
size_t nResponses,
int method);
daal
Definition: algorithm_base_common.h:31
daal::algorithms::ridge_regression::interface1::TrainParameter::ridgeParameters
data_management::NumericTablePtr ridgeParameters
Definition: ridge_regression_model.h:74
daal::algorithms::ridge_regression::interface1::Parameter
Parameters for the ridge regression algorithm.
Definition: ridge_regression_model.h:56
daal::algorithms::classifier::prediction::model
Definition: classifier_predict_types.h:66
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
Parameters for the ridge regression algorithm.
Definition: ridge_regression_model.h:68
daal::algorithms::ridge_regression::interface1::Model
Base class for models trained with the ridge regression algorithm
Definition: ridge_regression_model.h:90