C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

ridge_regression_ne_model.h
1 /* file: ridge_regression_ne_model.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 *******************************************************************************/
17 
18 /*
19 //++
20 // Declaration of the ridge regression model class for the normal equations method
21 //--
22 */
23 
24 #ifndef __RIDGE_REGRESSION_NE_MODEL_H__
25 #define __RIDGE_REGRESSION_NE_MODEL_H__
26 
27 #include "algorithms/ridge_regression/ridge_regression_model.h"
28 
29 namespace daal
30 {
31 namespace algorithms
32 {
33 namespace ridge_regression
34 {
35 namespace interface1
36 {
54 class DAAL_EXPORT ModelNormEq : public Model
55 {
56 public:
57  DECLARE_MODEL(ModelNormEq, ridge_regression::Model);
58 
59  virtual ~ModelNormEq() { }
60 
65  virtual data_management::NumericTablePtr getXTXTable() = 0;
66 
71  virtual data_management::NumericTablePtr getXTYTable() = 0;
72 };
73 typedef services::SharedPtr<ModelNormEq> ModelNormEqPtr;
74 typedef services::SharedPtr<const ModelNormEq> ModelNormEqConstPtr;
76 } // namespace interface1
77 using interface1::ModelNormEq;
78 using interface1::ModelNormEqPtr;
79 using interface1::ModelNormEqConstPtr;
80 
81 } // namespace ridge_regression
82 } // namespace algorithms
83 } // namespace daal
84 
85 #endif
daal::algorithms::ridge_regression::interface1::ModelNormEq
Model trained with the ridge regression algorithm using the normal equations method ...
Definition: ridge_regression_ne_model.h:54
daal::algorithms::ridge_regression::interface1::Model
Base class for models trained with the ridge regression algorithm
Definition: ridge_regression_model.h:92

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