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

multinomial_naive_bayes_quality_metric_set_types.h
1 /* file: multinomial_naive_bayes_quality_metric_set_types.h */
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17 
18 /*
19 //++
20 // Interface for the Naive Bayes algorithm quality metrics
21 //--
22 */
23 
24 #ifndef __MULTINOMIAL_NAIVE_BAYES_QUALITY_METRIC_SET_TYPES_H__
25 #define __MULTINOMIAL_NAIVE_BAYES_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 multinomial_naive_bayes
36 {
43 namespace quality_metric_set
44 {
49 enum QualityMetricId
50 {
51  confusionMatrix,
52  lastQualityMetricId = confusionMatrix
53 };
54 
58 namespace interface1
59 {
66 /* [Parameter source code] */
67 struct DAAL_EXPORT Parameter : public daal::algorithms::Parameter
68 {
69  Parameter(size_t nClasses = 2);
70  virtual ~Parameter() {}
71 
72  size_t nClasses;
73 };
74 /* [Parameter source code] */
75 
81 class DAAL_EXPORT ResultCollection : public algorithms::quality_metric_set::ResultCollection
82 {
83 public:
84  ResultCollection() {}
85  virtual ~ResultCollection() {}
86 
92  classifier::quality_metric::multiclass_confusion_matrix::ResultPtr getResult(QualityMetricId id) const;
93 };
94 typedef services::SharedPtr<ResultCollection> ResultCollectionPtr;
95 
101 class DAAL_EXPORT InputDataCollection : public algorithms::quality_metric_set::InputDataCollection
102 {
103 public:
104  InputDataCollection() {}
105  virtual ~InputDataCollection() {}
106 
112  classifier::quality_metric::multiclass_confusion_matrix::InputPtr getInput(QualityMetricId id) const;
113 };
114 typedef services::SharedPtr<InputDataCollection> InputDataCollectionPtr;
115 }
116 using interface1::Parameter;
117 using interface1::ResultCollection;
118 using interface1::ResultCollectionPtr;
119 using interface1::InputDataCollection;
120 using interface1::InputDataCollectionPtr;
121 
122 }
124 }
125 }
126 }
127 
128 #endif // __MULTINOMIAL_NAIVE_BAYES_QUALITY_METRIC_SET_TYPES_H__
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Parameter
Parameters for the Naive Bayes compute() method.
Definition: multinomial_naive_bayes_quality_metric_set_types.h:67
daal::algorithms::multinomial_naive_bayes::quality_metric_set::confusionMatrix
Definition: multinomial_naive_bayes_quality_metric_set_types.h:51
daal::algorithms::multinomial_naive_bayes::quality_metric_set::QualityMetricId
QualityMetricId
Definition: multinomial_naive_bayes_quality_metric_set_types.h:49
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects for the quality metrics algori...
Definition: multinomial_naive_bayes_quality_metric_set_types.h:101
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Parameter::nClasses
size_t nClasses
Definition: multinomial_naive_bayes_quality_metric_set_types.h:72
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: multinomial_naive_bayes_quality_metric_set_types.h:81

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