48 #ifndef __LINEAR_MODEL_PREDICT_TYPES_H__
49 #define __LINEAR_MODEL_PREDICT_TYPES_H__
51 #include "data_management/data/numeric_table.h"
52 #include "algorithms/algorithm_types.h"
53 #include "algorithms/linear_model/linear_model_model.h"
54 #include "algorithms/regression/regression_predict_types.h"
60 namespace linear_model
86 enum NumericTableInputId
88 data = regression::prediction::data,
89 lastNumericTableInputId = data
98 model = regression::prediction::model,
99 lastModelInputId = model
108 prediction = regression::prediction::prediction,
109 lastResultId = prediction
121 class DAAL_EXPORT Input :
public regression::prediction::Input
125 Input(
size_t nElements = 0);
126 Input(
const Input& other);
133 data_management::NumericTablePtr
get(NumericTableInputId id)
const;
140 linear_model::ModelPtr
get(ModelInputId id)
const;
147 void set(NumericTableInputId
id,
const data_management::NumericTablePtr &value);
154 void set(ModelInputId
id,
const linear_model::ModelPtr &value);
161 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
169 class DAAL_EXPORT Result :
public regression::prediction::Result
172 DECLARE_SERIALIZABLE_CAST(Result);
173 Result(
size_t nElements = 0);
180 data_management::NumericTablePtr
get(ResultId id)
const;
187 void set(ResultId
id,
const data_management::NumericTablePtr &value);
197 template <
typename algorithmFPType>
198 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method);
208 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
212 template<
typename Archive,
bool onDeserialize>
213 services::Status serialImpl(Archive *arch)
215 return regression::prediction::Result::serialImpl<Archive, onDeserialize>(arch);
218 typedef services::SharedPtr<Result> ResultPtr;
219 typedef services::SharedPtr<const Result> ResultConstPtr;
221 using interface1::Input;
222 using interface1::Result;
223 using interface1::ResultPtr;
224 using interface1::ResultConstPtr;
daal::algorithms::linear_model::prediction::NumericTableInputId
NumericTableInputId
Available identifiers of input numeric tables for making the regression model-based prediction...
Definition: linear_model_predict_types.h:86
daal::algorithms::linear_model::prediction::ResultId
ResultId
Available identifiers of the result for making the regression model-based prediction.
Definition: linear_model_predict_types.h:106
daal::algorithms::linear_model::prediction::interface1::Result
Provides interface for the result of the regression model-based prediction.
Definition: linear_model_predict_types.h:169
daal
Definition: algorithm_base_common.h:57
daal::algorithms::linear_model::prediction::data
Definition: linear_model_predict_types.h:88
daal::algorithms::linear_model::prediction::ModelInputId
ModelInputId
Available identifiers of input models for making the regression model-based prediction.
Definition: linear_model_predict_types.h:96
daal::algorithms::linear_model::prediction::prediction
Definition: linear_model_predict_types.h:108
daal::algorithms::linear_model::prediction::Method
Method
Available methods for making the regression model-based prediction.
Definition: linear_model_predict_types.h:77
daal::algorithms::regression::prediction::prediction
Definition: regression_predict_types.h:98
daal::algorithms::linear_model::prediction::defaultDense
Definition: linear_model_predict_types.h:79
daal::algorithms::regression::prediction::data
Definition: regression_predict_types.h:78
daal::algorithms::linear_model::prediction::model
Definition: linear_model_predict_types.h:98
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::regression::prediction::model
Definition: regression_predict_types.h:88