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

linear_regression_quality_metric_set_types.h
1 /* file: linear_regression_quality_metric_set_types.h */
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4 *
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17 
18 /*
19 //++
20 // Interface for the linear regression algorithm quality metrics
21 //--
22 */
23 
24 #ifndef __LINEAR_REGRESSION_QUALITY_METRIC_SET_TYPES_H__
25 #define __LINEAR_REGRESSION_QUALITY_METRIC_SET_TYPES_H__
26 
27 #include "services/daal_shared_ptr.h"
28 #include "algorithms/algorithm.h"
29 #include "algorithms/algorithm_quality_metric_set_types.h"
30 
31 namespace daal
32 {
33 namespace algorithms
34 {
35 namespace linear_regression
36 {
43 namespace quality_metric_set
44 {
49 enum QualityMetricId
50 {
51  singleBeta,
52  groupOfBetas,
53  lastQualityMetricId = groupOfBetas
54 };
55 
59 namespace interface1
60 {
61 
68 /* [Parameter source code] */
69 struct DAAL_EXPORT Parameter : public daal::algorithms::Parameter
70 {
71  Parameter(size_t nBeta, size_t nBetaReducedModel, double alphaVal = 0.05, double accuracyVal = 0.001);
72 
73  virtual ~Parameter() {}
74 
75  double alpha;
76  double accuracyThreshold;
77  size_t numBeta;
78  size_t numBetaReducedModel;
85  virtual services::Status check() const;
86 };
87 /* [Parameter source code] */
88 
94 class DAAL_EXPORT ResultCollection: public algorithms::quality_metric_set::ResultCollection
95 {
96 public:
97  ResultCollection() {}
98  virtual ~ResultCollection() {}
99 
105  algorithms::ResultPtr getResult(QualityMetricId id) const;
106 };
107 typedef services::SharedPtr<ResultCollection> ResultCollectionPtr;
108 
114 class DAAL_EXPORT InputDataCollection: public algorithms::quality_metric_set::InputDataCollection
115 {
116 public:
117  InputDataCollection() {}
118  virtual ~InputDataCollection() {}
119 
125  algorithms::InputPtr getInput(QualityMetricId id) const;
126 };
127 typedef services::SharedPtr<InputDataCollection> InputDataCollectionPtr;
128 
129 }
130 using interface1::Parameter;
131 using interface1::ResultCollection;
132 using interface1::InputDataCollection;
133 using interface1::ResultCollectionPtr;
134 using interface1::InputDataCollectionPtr;
135 
136 }
138 }
139 }
140 }
141 
142 #endif // __LINEAR_REGRESSION_QUALITY_METRIC_SET_TYPES_H__
daal::algorithms::linear_regression::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: linear_regression_quality_metric_set_types.h:94
daal::algorithms::linear_regression::quality_metric_set::interface1::Parameter
Parameters for the quality metrics set compute() method.
Definition: linear_regression_quality_metric_set_types.h:69
daal::algorithms::linear_regression::quality_metric_set::singleBeta
Definition: linear_regression_quality_metric_set_types.h:51
daal::algorithms::linear_regression::quality_metric_set::interface1::Parameter::alpha
double alpha
Definition: linear_regression_quality_metric_set_types.h:75
daal::algorithms::linear_regression::quality_metric_set::interface1::Parameter::accuracyThreshold
double accuracyThreshold
Definition: linear_regression_quality_metric_set_types.h:76
daal::algorithms::linear_regression::quality_metric_set::groupOfBetas
Definition: linear_regression_quality_metric_set_types.h:52
daal::algorithms::linear_regression::quality_metric_set::QualityMetricId
QualityMetricId
Definition: linear_regression_quality_metric_set_types.h:49
daal::algorithms::linear_regression::quality_metric_set::interface1::Parameter::numBetaReducedModel
size_t numBetaReducedModel
Definition: linear_regression_quality_metric_set_types.h:78
daal::algorithms::linear_regression::quality_metric_set::interface1::Parameter::numBeta
size_t numBeta
Definition: linear_regression_quality_metric_set_types.h:77
daal::algorithms::linear_regression::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: linear_regression_quality_metric_set_types.h:114

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