48 #ifndef __RIDGE_REGRESSION_MODEL_H__
49 #define __RIDGE_REGRESSION_MODEL_H__
51 #include "data_management/data/numeric_table.h"
52 #include "algorithms/linear_model/linear_model_model.h"
63 namespace ridge_regression
82 struct Parameter :
public linear_model::Parameter
94 struct DAAL_EXPORT TrainParameter :
public Parameter
98 services::Status check()
const DAAL_C11_OVERRIDE;
100 data_management::NumericTablePtr ridgeParameters;
116 class DAAL_EXPORT Model :
public linear_model::Model
119 DAAL_CAST_OPERATOR(Model)
121 typedef services::SharedPtr<Model> ModelPtr;
122 typedef services::SharedPtr<const Model> ModelConstPtr;
126 using interface1::Parameter;
127 using interface1::TrainParameter;
128 using interface1::Model;
129 using interface1::ModelPtr;
130 using interface1::ModelConstPtr;
142 DAAL_EXPORT services::Status checkModel(
143 ridge_regression::Model* model,
const daal::algorithms::Parameter &par,
size_t nBeta,
size_t nResponses,
int method);
daal
Definition: algorithm_base_common.h:57
daal::algorithms::ridge_regression::interface1::TrainParameter::ridgeParameters
data_management::NumericTablePtr ridgeParameters
Definition: ridge_regression_model.h:100
daal::algorithms::ridge_regression::interface1::Parameter
Parameters for the ridge regression algorithm.
Definition: ridge_regression_model.h:82
daal::algorithms::classifier::prediction::model
Definition: classifier_predict_types.h:92
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:94
daal::algorithms::ridge_regression::interface1::Model
Base class for models trained with the ridge regression algorithm
Definition: ridge_regression_model.h:116