C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3

linear_regression_ne_model.h
1 /* file: linear_regression_ne_model.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 Intel Corporation.
4 *
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14 *******************************************************************************/
15 
16 /*
17 //++
18 // Declaration of the linear regression model class for the normal equations method
19 //--
20 */
21 
22 #ifndef __LINREG_NE_MODEL_H__
23 #define __LINREG_NE_MODEL_H__
24 
25 #include "algorithms/linear_regression/linear_regression_model.h"
26 
27 namespace daal
28 {
29 namespace algorithms
30 {
31 namespace linear_regression
32 {
33 
34 namespace interface1
35 {
52 class DAAL_EXPORT ModelNormEq : public Model
53 {
54 public:
55  DECLARE_MODEL(ModelNormEq, linear_regression::Model);
56 
57  virtual ~ModelNormEq() {}
58 
63  virtual data_management::NumericTablePtr getXTXTable() = 0;
64 
69  virtual data_management::NumericTablePtr getXTYTable() = 0;
70 };
71 typedef services::SharedPtr<ModelNormEq> ModelNormEqPtr;
72 typedef services::SharedPtr<const ModelNormEq> ModelNormEqConstPtr;
74 } // namespace interface1
75 using interface1::ModelNormEq;
76 using interface1::ModelNormEqPtr;
77 using interface1::ModelNormEqConstPtr;
78 
79 }
80 }
81 }
82 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::linear_regression::interface1::ModelNormEq
Model trained with the linear regression algorithm using the normal equations method ...
Definition: linear_regression_ne_model.h:52
daal::algorithms::linear_regression::interface1::Model
Base class for models trained with the linear regression algorithm
Definition: linear_regression_model.h:73

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