22 #ifndef __LINEAR_REGRESSION_PREDICT_TYPES_H__
23 #define __LINEAR_REGRESSION_PREDICT_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/numeric_table.h"
27 #include "algorithms/linear_regression/linear_regression_model.h"
28 #include "algorithms/linear_model/linear_model_predict_types.h"
37 namespace linear_regression
63 enum NumericTableInputId
65 data = linear_model::prediction::data,
66 lastNumericTableInputId = data
75 model = linear_model::prediction::model,
76 lastModelInputId = model
85 prediction = linear_model::prediction::prediction,
86 lastResultId = prediction
98 class DAAL_EXPORT Input :
public linear_model::prediction::Input
109 data_management::NumericTablePtr
get(NumericTableInputId id)
const;
116 linear_regression::ModelPtr
get(ModelInputId id)
const;
123 void set(NumericTableInputId
id,
const data_management::NumericTablePtr &value);
130 void set(ModelInputId
id,
const linear_regression::ModelPtr &value);
137 class DAAL_EXPORT Result :
public linear_model::prediction::Result
140 DECLARE_SERIALIZABLE_CAST(Result);
148 data_management::NumericTablePtr
get(ResultId id)
const;
155 void set(ResultId
id,
const data_management::NumericTablePtr &value);
159 template<
typename Archive,
bool onDeserialize>
160 services::Status serialImpl(Archive *arch)
162 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
165 typedef services::SharedPtr<Result> ResultPtr;
166 typedef services::SharedPtr<const Result> ResultConstPtr;
168 using interface1::Input;
169 using interface1::Result;
170 using interface1::ResultPtr;
171 using interface1::ResultConstPtr;
daal
Definition: algorithm_base_common.h:31
daal::algorithms::linear_regression::prediction::Method
Method
Available methods for making linear regression model-based prediction.
Definition: linear_regression_predict_types.h:54
daal::algorithms::linear_regression::prediction::ResultId
ResultId
Available identifiers of the result for making linear regression model-based prediction.
Definition: linear_regression_predict_types.h:83
daal::algorithms::linear_regression::prediction::interface1::Result
Provides interface for the result of linear regression model-based prediction.
Definition: linear_regression_predict_types.h:137
daal::algorithms::linear_model::prediction::data
Definition: linear_model_predict_types.h:62
daal::algorithms::linear_regression::prediction::data
Definition: linear_regression_predict_types.h:65
daal::algorithms::linear_regression::prediction::model
Definition: linear_regression_predict_types.h:75
daal::algorithms::linear_regression::prediction::NumericTableInputId
NumericTableInputId
Available identifiers of input numeric tables for making linear regression model-based prediction...
Definition: linear_regression_predict_types.h:63
daal::algorithms::linear_regression::prediction::ModelInputId
ModelInputId
Available identifiers of input models for making linear regression model-based prediction.
Definition: linear_regression_predict_types.h:73
daal::algorithms::linear_model::prediction::prediction
Definition: linear_model_predict_types.h:82
daal::algorithms::linear_model::prediction::model
Definition: linear_model_predict_types.h:72
daal::algorithms::linear_regression::prediction::prediction
Definition: linear_regression_predict_types.h:85
daal::algorithms::math::abs::value
Definition: abs_types.h:86