24 #ifndef __REGRESSION_TRAINING_TYPES_H__
25 #define __REGRESSION_TRAINING_TYPES_H__
27 #include "data_management/data/numeric_table.h"
28 #include "algorithms/algorithm_types.h"
29 #include "algorithms/regression/regression_model.h"
55 dependentVariables = 1,
79 class DAAL_EXPORT Input :
public daal::algorithms::Input
86 Input(
size_t nElements = lastInputId + 1);
87 Input(
const Input& other);
96 data_management::NumericTablePtr
get(InputId id)
const;
103 void set(InputId
id,
const data_management::NumericTablePtr &value);
112 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
120 class DAAL_EXPORT PartialResult :
public daal::algorithms::PartialResult
122 DECLARE_SERIALIZABLE_IMPL();
124 DAAL_CAST_OPERATOR(PartialResult);
130 PartialResult(
size_t nElements = 0);
133 template<
typename Archive,
bool onDeserialize>
134 services::Status serialImpl(Archive *arch)
136 return daal::algorithms::PartialResult::serialImpl<Archive, onDeserialize>(arch);
145 class DAAL_EXPORT Result :
public daal::algorithms::Result
147 DECLARE_SERIALIZABLE_IMPL();
149 DAAL_CAST_OPERATOR(Result);
155 Result(
size_t nElements = 0);
162 regression::ModelPtr
get(ResultId id)
const;
169 void set(ResultId
id,
const regression::ModelPtr &value);
179 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
183 template<
typename Archive,
bool onDeserialize>
184 services::Status serialImpl(Archive *arch)
186 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
189 typedef services::SharedPtr<Result> ResultPtr;
190 typedef services::SharedPtr<const Result> ResultConstPtr;
191 typedef services::SharedPtr<PartialResult> PartialResultPtr;
192 typedef services::SharedPtr<const PartialResult> PartialResultConstPtr;
194 using interface1::Input;
195 using interface1::Result;
196 using interface1::ResultPtr;
197 using interface1::ResultConstPtr;
198 using interface1::PartialResult;
199 using interface1::PartialResultPtr;
200 using interface1::PartialResultConstPtr;
daal::algorithms::regression::training::interface1::Result
Provides methods to access the result obtained with the compute() method of the regression model-base...
Definition: regression_training_types.h:145
daal::algorithms::regression::training::interface1::Input
Input objects for the regression model-based training
Definition: regression_training_types.h:79
daal::algorithms::regression::training::ResultId
ResultId
Available identifiers of the result of regression model-based training.
Definition: regression_training_types.h:64
daal::algorithms::regression::training::dependentVariables
Definition: regression_training_types.h:55
daal::algorithms::regression::training::interface1::PartialResult
Provides methods to access a partial result obtained with the compute() method of the regression mode...
Definition: regression_training_types.h:120
daal::algorithms::regression::training::data
Definition: regression_training_types.h:54
daal::algorithms::regression::training::InputId
InputId
Available identifiers of input objects for regression model-based training.
Definition: regression_training_types.h:52
daal::algorithms::regression::training::model
Definition: regression_training_types.h:66
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::regression::training::weights
Definition: regression_training_types.h:56