24 #ifndef __LINEAR_MODEL_MODEL_H__
25 #define __LINEAR_MODEL_MODEL_H__
27 #include "algorithms/algorithm_types.h"
28 #include "algorithms/regression/regression_model.h"
29 #include "data_management/data/numeric_table.h"
43 namespace linear_model
61 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
64 Parameter(
const Parameter &other);
77 class DAAL_EXPORT Model :
public regression::Model
80 DAAL_CAST_OPERATOR(Model)
88 virtual services::Status initialize() = 0;
94 virtual size_t getNumberOfBetas()
const = 0;
100 virtual size_t getNumberOfResponses()
const = 0;
106 virtual bool getInterceptFlag()
const = 0;
112 virtual data_management::NumericTablePtr getBeta() = 0;
115 typedef services::SharedPtr<Model> ModelPtr;
116 typedef services::SharedPtr<const Model> ModelConstPtr;
119 using interface1::Parameter;
120 using interface1::Model;
121 using interface1::ModelPtr;
122 using interface1::ModelConstPtr;
133 DAAL_EXPORT services::Status checkModel(
134 linear_model::Model *model,
const daal::algorithms::Parameter &par,
size_t nBeta,
size_t nResponses);
daal::algorithms::linear_model::checkModel
DAAL_EXPORT services::Status checkModel(linear_model::Model *model, const daal::algorithms::Parameter &par, size_t nBeta, size_t nResponses)
daal::algorithms::linear_model::interface1::Parameter
Parameters for the regression algorithm.
Definition: linear_model_model.h:61
daal::algorithms::elastic_net::training::model
Definition: elastic_net_training_types.h:109
daal::algorithms::linear_model::interface1::Model
Base class for models trained with the regression algorithm
Definition: linear_model_model.h:77
daal::algorithms::linear_model::interface1::Parameter::interceptFlag
bool interceptFlag
Definition: linear_model_model.h:65