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

multi_class_classifier_quality_metric_set_types.h
1 /* file: multi_class_classifier_quality_metric_set_types.h */
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4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
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17 
18 /*
19 //++
20 // Interface for the multi-class algorithm quality metrics
21 //--
22 */
23 
24 #ifndef __MULTI_CLASS_QUALITY_METRIC_SET_TYPES_H__
25 #define __MULTI_CLASS_QUALITY_METRIC_SET_TYPES_H__
26 
27 #include "services/daal_shared_ptr.h"
28 #include "algorithms/algorithm_quality_metric_set_types.h"
29 #include "algorithms/classifier/multiclass_confusion_matrix_types.h"
30 
31 namespace daal
32 {
33 namespace algorithms
34 {
35 namespace multi_class_classifier
36 {
46 namespace quality_metric_set
47 {
52 enum QualityMetricId
53 {
54  confusionMatrix,
55  lastQualityMetricId = confusionMatrix
56 };
57 
61 namespace interface1
62 {
69 /* [Parameter source code] */
70 struct DAAL_EXPORT Parameter : public daal::algorithms::Parameter
71 {
72  Parameter(size_t nClasses = 2);
73  virtual ~Parameter() {}
74 
75  size_t nClasses;
76 };
77 /* [Parameter source code] */
78 
84 class DAAL_EXPORT ResultCollection : public algorithms::quality_metric_set::ResultCollection
85 {
86 public:
87  ResultCollection() {}
88  virtual ~ResultCollection() {}
89 
95  classifier::quality_metric::multiclass_confusion_matrix::ResultPtr getResult(QualityMetricId id) const;
96 };
97 typedef services::SharedPtr<ResultCollection> ResultCollectionPtr;
98 
104 class DAAL_EXPORT InputDataCollection : public algorithms::quality_metric_set::InputDataCollection
105 {
106 public:
107  InputDataCollection() {}
108  virtual ~InputDataCollection() {}
109 
115  classifier::quality_metric::multiclass_confusion_matrix::InputPtr getInput(QualityMetricId id) const;
116 };
117 typedef services::SharedPtr<InputDataCollection> InputDataCollectionPtr;
118 }
119 using interface1::Parameter;
120 using interface1::ResultCollection;
121 using interface1::ResultCollectionPtr;
122 using interface1::InputDataCollection;
123 using interface1::InputDataCollectionPtr;
124 
125 }
127 }
128 }
129 }
130 
131 #endif // __MULTI_CLASS_QUALITY_METRIC_SET_TYPES_H__
daal::algorithms::multi_class_classifier::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: multi_class_classifier_quality_metric_set_types.h:84
daal::algorithms::multi_class_classifier::quality_metric_set::QualityMetricId
QualityMetricId
Definition: multi_class_classifier_quality_metric_set_types.h:52
daal::algorithms::multi_class_classifier::quality_metric_set::interface1::Parameter
Parameters for the multi-class classifier compute() method.
Definition: multi_class_classifier_quality_metric_set_types.h:70
daal::algorithms::multi_class_classifier::quality_metric_set::interface1::Parameter::nClasses
size_t nClasses
Definition: multi_class_classifier_quality_metric_set_types.h:75
daal::algorithms::multi_class_classifier::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: multi_class_classifier_quality_metric_set_types.h:104
daal::algorithms::multi_class_classifier::quality_metric_set::confusionMatrix
Definition: multi_class_classifier_quality_metric_set_types.h:54

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