48 #ifndef __LINEAR_MODEL_TRAINING_TYPES_H__ 49 #define __LINEAR_MODEL_TRAINING_TYPES_H__ 51 #include "data_management/data/numeric_table.h" 52 #include "algorithms/algorithm_types.h" 53 #include "algorithms/regression/regression_training_types.h" 54 #include "algorithms/linear_model/linear_model_model.h" 60 namespace linear_model
79 data = regression::training::data,
80 dependentVariables = regression::training::dependentVariables,
81 lastInputId = dependentVariables
90 model = regression::training::model,
103 class DAAL_EXPORT Input :
public regression::training::Input
110 Input(
size_t nElements);
111 Input(
const Input& other);
120 data_management::NumericTablePtr
get(InputId id)
const;
127 void set(InputId id,
const data_management::NumericTablePtr &value);
135 class DAAL_EXPORT PartialResult :
public regression::training::PartialResult
138 DAAL_CAST_OPERATOR(PartialResult)
143 PartialResult(
size_t nElements = 0);
146 template<
typename Archive,
bool onDeserialize>
147 services::Status serialImpl(Archive *arch)
149 regression::training::PartialResult::serialImpl<Archive, onDeserialize>(arch);
151 return services::Status();
154 services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
156 serialImpl<data_management::InputDataArchive, false>(arch);
158 return services::Status();
161 services::Status deserializeImpl(
const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
163 serialImpl<const data_management::OutputDataArchive, true>(arch);
165 return services::Status();
174 class DAAL_EXPORT Result :
public regression::training::Result
177 DAAL_CAST_OPERATOR(Result)
182 Result(
size_t nElements = 0);
189 linear_model::ModelPtr
get(ResultId id)
const;
196 void set(ResultId id,
const linear_model::ModelPtr &value);
206 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
210 template<
typename Archive,
bool onDeserialize>
211 services::Status serialImpl(Archive *arch)
213 regression::training::Result::serialImpl<Archive, onDeserialize>(arch);
215 return services::Status();
218 services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
220 serialImpl<data_management::InputDataArchive, false>(arch);
222 return services::Status();
225 services::Status deserializeImpl(
const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
227 serialImpl<const data_management::OutputDataArchive, true>(arch);
229 return services::Status();
232 typedef services::SharedPtr<Result> ResultPtr;
233 typedef services::SharedPtr<const Result> ResultConstPtr;
234 typedef services::SharedPtr<PartialResult> PartialResultPtr;
235 typedef services::SharedPtr<const PartialResult> PartialResultConstPtr;
237 using interface1::Input;
238 using interface1::Result;
239 using interface1::ResultPtr;
240 using interface1::ResultConstPtr;
241 using interface1::PartialResult;
242 using interface1::PartialResultPtr;
243 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:168
daal::algorithms::linear_model::training::ResultId
ResultId
Available identifiers of the result of regression model-based training.
Definition: linear_model_training_types.h:88
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::training::model
Definition: linear_model_training_types.h:90
daal::algorithms::linear_model::training::interface1::PartialResult::serializeImpl
services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
Definition: linear_model_training_types.h:154
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:174
daal::algorithms::regression::training::dependentVariables
Definition: regression_training_types.h:79
daal::algorithms::linear_model::training::interface1::Result::deserializeImpl
services::Status deserializeImpl(const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
Definition: linear_model_training_types.h:225
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
daal::algorithms::linear_model::training::data
Definition: linear_model_training_types.h:79
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::regression::training::model
Definition: regression_training_types.h:89
daal::data_management::interface1::OutputDataArchive
Provides methods to restore an object from its serialized counterpart and access the restored object...
Definition: data_archive.h:978
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:135
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::regression::training::data
Definition: regression_training_types.h:78
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:143
daal::algorithms::linear_model::training::dependentVariables
Definition: linear_model_training_types.h:80
daal::algorithms::linear_model::training::interface1::PartialResult::deserializeImpl
services::Status deserializeImpl(const data_management::OutputDataArchive *arch) DAAL_C11_OVERRIDE
Definition: linear_model_training_types.h:161
daal::algorithms::linear_model::training::InputId
InputId
Available identifiers of input objects for regression model-based training.
Definition: linear_model_training_types.h:77
daal::algorithms::linear_model::training::interface1::Result::serializeImpl
services::Status serializeImpl(data_management::InputDataArchive *arch) DAAL_C11_OVERRIDE
Definition: linear_model_training_types.h:218