48 #ifndef __LINEAR_MODEL_MODEL_H__ 49 #define __LINEAR_MODEL_MODEL_H__ 51 #include "algorithms/algorithm_types.h" 52 #include "algorithms/regression/regression_model.h" 53 #include "data_management/data/numeric_table.h" 67 namespace linear_model
85 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
88 Parameter(
const Parameter &other);
101 class DAAL_EXPORT Model :
public regression::Model
104 DAAL_CAST_OPERATOR(Model)
112 virtual services::Status initialize() = 0;
118 virtual size_t getNumberOfBetas()
const = 0;
124 virtual size_t getNumberOfResponses()
const = 0;
130 virtual bool getInterceptFlag()
const = 0;
136 virtual data_management::NumericTablePtr getBeta() = 0;
139 typedef services::SharedPtr<Model> ModelPtr;
140 typedef services::SharedPtr<const Model> ModelConstPtr;
143 using interface1::Parameter;
144 using interface1::Model;
145 using interface1::ModelPtr;
146 using interface1::ModelConstPtr;
157 DAAL_EXPORT services::Status checkModel(
158 linear_model::Model *model,
const daal::algorithms::Parameter &par,
size_t nBeta,
size_t nResponses);
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
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:85
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::linear_model::interface1::Model
Base class for models trained with the regression algorithm
Definition: linear_model_model.h:101
daal::algorithms::regression::interface1::Model
Base class for models trained with the regression algorithm
Definition: regression_model.h:89
daal::algorithms::linear_model::interface1::Parameter::interceptFlag
bool interceptFlag
Definition: linear_model_model.h:89
daal::algorithms::linear_regression::training::model
Definition: linear_regression_training_types.h:125