22 #ifndef __LINEAR_MODEL_TRAINING_TYPES_H__
23 #define __LINEAR_MODEL_TRAINING_TYPES_H__
25 #include "data_management/data/numeric_table.h"
26 #include "algorithms/algorithm_types.h"
27 #include "algorithms/regression/regression_training_types.h"
28 #include "algorithms/linear_model/linear_model_model.h"
34 namespace linear_model
53 data = regression::training::data,
54 dependentVariables = regression::training::dependentVariables,
55 lastInputId = dependentVariables
64 model = regression::training::model,
77 class DAAL_EXPORT Input :
public regression::training::Input
84 Input(
size_t nElements);
85 Input(
const Input& other);
94 data_management::NumericTablePtr
get(InputId id)
const;
101 void set(InputId
id,
const data_management::NumericTablePtr &value);
109 class DAAL_EXPORT PartialResult :
public regression::training::PartialResult
112 DAAL_CAST_OPERATOR(PartialResult)
117 PartialResult(
size_t nElements = 0);
120 template<
typename Archive,
bool onDeserialize>
121 services::Status serialImpl(Archive *arch)
123 regression::training::PartialResult::serialImpl<Archive, onDeserialize>(arch);
125 return services::Status();
128 services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
130 serialImpl<data_management::InputDataArchive, false>(arch);
132 return services::Status();
135 services::Status deserializeImpl(
const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
137 serialImpl<const data_management::OutputDataArchive, true>(arch);
139 return services::Status();
148 class DAAL_EXPORT Result :
public regression::training::Result
151 DAAL_CAST_OPERATOR(Result)
156 Result(
size_t nElements = 0);
163 linear_model::ModelPtr
get(ResultId id)
const;
170 void set(ResultId
id,
const linear_model::ModelPtr &value);
180 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
184 template<
typename Archive,
bool onDeserialize>
185 services::Status serialImpl(Archive *arch)
187 regression::training::Result::serialImpl<Archive, onDeserialize>(arch);
189 return services::Status();
192 services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
194 serialImpl<data_management::InputDataArchive, false>(arch);
196 return services::Status();
199 services::Status deserializeImpl(
const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
201 serialImpl<const data_management::OutputDataArchive, true>(arch);
203 return services::Status();
206 typedef services::SharedPtr<Result> ResultPtr;
207 typedef services::SharedPtr<const Result> ResultConstPtr;
208 typedef services::SharedPtr<PartialResult> PartialResultPtr;
209 typedef services::SharedPtr<const PartialResult> PartialResultConstPtr;
211 using interface1::Input;
212 using interface1::Result;
213 using interface1::ResultPtr;
214 using interface1::ResultConstPtr;
215 using interface1::PartialResult;
216 using interface1::PartialResultPtr;
217 using interface1::PartialResultConstPtr;
daal
Definition: algorithm_base_common.h:31
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:148
daal::algorithms::regression::training::model
Definition: regression_training_types.h:63
daal::algorithms::linear_model::training::dependentVariables
Definition: linear_model_training_types.h:54
daal::algorithms::linear_model::training::model
Definition: linear_model_training_types.h:64
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:109
daal::algorithms::linear_model::training::data
Definition: linear_model_training_types.h:53
daal::algorithms::regression::training::dependentVariables
Definition: regression_training_types.h:53
daal::algorithms::regression::training::data
Definition: regression_training_types.h:52
daal::algorithms::math::abs::value
Definition: abs_types.h:86
daal::algorithms::linear_model::training::InputId
InputId
Available identifiers of input objects for regression model-based training.
Definition: linear_model_training_types.h:51
daal::algorithms::linear_model::training::ResultId
ResultId
Available identifiers of the result of regression model-based training.
Definition: linear_model_training_types.h:62