24 #ifndef __LINEAR_MODEL_TRAINING_TYPES_H__
25 #define __LINEAR_MODEL_TRAINING_TYPES_H__
27 #include "data_management/data/numeric_table.h"
28 #include "algorithms/algorithm_types.h"
29 #include "algorithms/regression/regression_training_types.h"
30 #include "algorithms/linear_model/linear_model_model.h"
36 namespace linear_model
55 data = regression::training::data,
56 dependentVariables = regression::training::dependentVariables,
57 lastInputId = dependentVariables
66 model = regression::training::model,
79 class DAAL_EXPORT Input :
public regression::training::Input
86 Input(
size_t nElements);
87 Input(
const Input& other);
96 data_management::NumericTablePtr
get(InputId id)
const;
103 void set(InputId
id,
const data_management::NumericTablePtr &value);
111 class DAAL_EXPORT PartialResult :
public regression::training::PartialResult
114 DAAL_CAST_OPERATOR(PartialResult)
119 PartialResult(
size_t nElements = 0);
122 template<
typename Archive,
bool onDeserialize>
123 services::Status serialImpl(Archive *arch)
125 regression::training::PartialResult::serialImpl<Archive, onDeserialize>(arch);
127 return services::Status();
130 services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
132 serialImpl<data_management::InputDataArchive, false>(arch);
134 return services::Status();
137 services::Status deserializeImpl(
const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
139 serialImpl<const data_management::OutputDataArchive, true>(arch);
141 return services::Status();
150 class DAAL_EXPORT Result :
public regression::training::Result
153 DAAL_CAST_OPERATOR(Result)
158 Result(
size_t nElements = 0);
165 linear_model::ModelPtr
get(ResultId id)
const;
172 void set(ResultId
id,
const linear_model::ModelPtr &value);
182 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
186 template<
typename Archive,
bool onDeserialize>
187 services::Status serialImpl(Archive *arch)
189 regression::training::Result::serialImpl<Archive, onDeserialize>(arch);
191 return services::Status();
194 services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
196 serialImpl<data_management::InputDataArchive, false>(arch);
198 return services::Status();
201 services::Status deserializeImpl(
const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
203 serialImpl<const data_management::OutputDataArchive, true>(arch);
205 return services::Status();
208 typedef services::SharedPtr<Result> ResultPtr;
209 typedef services::SharedPtr<const Result> ResultConstPtr;
210 typedef services::SharedPtr<PartialResult> PartialResultPtr;
211 typedef services::SharedPtr<const PartialResult> PartialResultConstPtr;
213 using interface1::Input;
214 using interface1::Result;
215 using interface1::ResultPtr;
216 using interface1::ResultConstPtr;
217 using interface1::PartialResult;
218 using interface1::PartialResultPtr;
219 using interface1::PartialResultConstPtr;
daal::algorithms::linear_model::training::interface1::PartialResult
Provides methods to access a partial result obtained with the compute() method of the linear model-ba...
Definition: linear_model_training_types.h:111
daal::algorithms::linear_model::training::interface1::Result
Provides methods to access the result obtained with the compute() method of the regression model-base...
Definition: linear_model_training_types.h:150
daal::algorithms::linear_model::training::dependentVariables
Definition: linear_model_training_types.h:56
daal::algorithms::linear_model::training::ResultId
ResultId
Available identifiers of the result of regression model-based training.
Definition: linear_model_training_types.h:64
daal::algorithms::linear_model::training::data
Definition: linear_model_training_types.h:55
daal::algorithms::linear_model::training::InputId
InputId
Available identifiers of input objects for regression model-based training.
Definition: linear_model_training_types.h:53
daal::algorithms::linear_model::training::interface1::Input
Input objects for the regression model-based training
Definition: linear_model_training_types.h:79
daal::algorithms::linear_model::training::model
Definition: linear_model_training_types.h:66
daal::algorithms::regression::training::dependentVariables
Definition: regression_training_types.h:55
daal::algorithms::regression::training::data
Definition: regression_training_types.h:54
daal::algorithms::regression::training::model
Definition: regression_training_types.h:66
daal::algorithms::math::abs::value
Definition: abs_types.h:88