C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

ridge_regression_predict_types.h
1 /* file: ridge_regression_predict_types.h */
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41 
42 /*
43 //++
44 // Implementation of the ridge regression algorithm interface
45 //--
46 */
47 
48 #ifndef __RIDGE_REGRESSION_PREDICT_TYPES_H__
49 #define __RIDGE_REGRESSION_PREDICT_TYPES_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/numeric_table.h"
53 #include "algorithms/ridge_regression/ridge_regression_model.h"
54 #include "algorithms/linear_model/linear_model_predict_types.h"
55 
56 namespace daal
57 {
58 namespace algorithms
59 {
63 namespace ridge_regression
64 {
74 namespace prediction
75 {
80 enum Method
81 {
82  defaultDense = 0
83 };
84 
89 enum NumericTableInputId
90 {
91  data = linear_model::prediction::data,
92  lastNumericTableInputId = data
93 };
94 
99 enum ModelInputId
100 {
101  model = linear_model::prediction::model,
102  lastModelInputId = model
103 };
104 
109 enum ResultId
110 {
111  prediction = linear_model::prediction::prediction,
112  lastResultId = prediction
113 };
114 
118 namespace interface1
119 {
124 class DAAL_EXPORT Input : public linear_model::prediction::Input
125 {
126 public:
128  Input();
129 
131  Input(const Input& other);
132 
138  data_management::NumericTablePtr get(NumericTableInputId id) const;
139 
145  ridge_regression::ModelPtr get(ModelInputId id) const;
146 
152  void set(NumericTableInputId id, const data_management::NumericTablePtr &value);
153 
159  void set(ModelInputId id, const ridge_regression::ModelPtr &value);
160 };
161 
166 class DAAL_EXPORT Result : public linear_model::prediction::Result
167 {
168 public:
169  DECLARE_SERIALIZABLE_CAST(Result);
170  Result();
171 
177  data_management::NumericTablePtr get(ResultId id) const;
178 
184  void set(ResultId id, const data_management::NumericTablePtr &value);
185 
186 protected:
188  template<typename Archive, bool onDeserialize>
189  services::Status serialImpl(Archive *arch)
190  {
191  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
192  }
193 };
194 typedef services::SharedPtr<Result> ResultPtr;
195 typedef services::SharedPtr<const Result> ResultConstPtr;
196 } // namespace interface1
197 using interface1::Input;
198 using interface1::Result;
199 using interface1::ResultPtr;
200 using interface1::ResultConstPtr;
201 } // namespace prediction
203 } // namespace ridge_regression
204 } // namespace algorithms
205 } // namespace daal
206 
207 #endif
daal
Definition: algorithm_base_common.h:57
daal::algorithms::ridge_regression::prediction::NumericTableInputId
NumericTableInputId
Available identifiers of input numeric tables for making ridge regression model-based prediction...
Definition: ridge_regression_predict_types.h:89
daal::algorithms::ridge_regression::prediction::interface1::Result
Provides interface for the result of ridge regression model-based prediction.
Definition: ridge_regression_predict_types.h:166
daal::algorithms::linear_model::prediction::data
Definition: linear_model_predict_types.h:88
daal::algorithms::linear_model::prediction::prediction
Definition: linear_model_predict_types.h:108
daal::algorithms::ridge_regression::prediction::ResultId
ResultId
Available identifiers of the result for making ridge regression model-based prediction.
Definition: ridge_regression_predict_types.h:109
daal::algorithms::ridge_regression::prediction::prediction
Definition: ridge_regression_predict_types.h:111
daal::algorithms::linear_model::prediction::model
Definition: linear_model_predict_types.h:98
daal::algorithms::ridge_regression::prediction::ModelInputId
ModelInputId
Available identifiers of input models for making ridge regression model-based prediction.
Definition: ridge_regression_predict_types.h:99
daal::algorithms::ridge_regression::prediction::Method
Method
Available methods for making ridge regression model-based prediction.
Definition: ridge_regression_predict_types.h:80
daal::algorithms::ridge_regression::prediction::interface1::Input
Provides an interface for input objects for making ridge regression model-based prediction.
Definition: ridge_regression_predict_types.h:124
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::ridge_regression::prediction::model
Definition: ridge_regression_predict_types.h:101
daal::algorithms::ridge_regression::prediction::data
Definition: ridge_regression_predict_types.h:91

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