C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

multinomial_naive_bayes_quality_metric_set_types.h
1 /* file: multinomial_naive_bayes_quality_metric_set_types.h */
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41 
42 /*
43 //++
44 // Interface for the Naive Bayes algorithm quality metrics
45 //--
46 */
47 
48 #ifndef __MULTINOMIAL_NAIVE_BAYES_QUALITY_METRIC_SET_TYPES_H__
49 #define __MULTINOMIAL_NAIVE_BAYES_QUALITY_METRIC_SET_TYPES_H__
50 
51 #include "services/daal_shared_ptr.h"
52 #include "algorithms/algorithm_quality_metric_set_types.h"
53 #include "algorithms/classifier/multiclass_confusion_matrix_types.h"
54 
55 namespace daal
56 {
57 namespace algorithms
58 {
59 namespace multinomial_naive_bayes
60 {
67 namespace quality_metric_set
68 {
73 enum QualityMetricId
74 {
75  confusionMatrix,
76  lastQualityMetricId = confusionMatrix
77 };
78 
82 namespace interface1
83 {
90 /* [Parameter source code] */
91 struct DAAL_EXPORT Parameter : public daal::algorithms::Parameter
92 {
93  Parameter(size_t nClasses = 2);
94  virtual ~Parameter() {}
95 
96  size_t nClasses;
97 };
98 /* [Parameter source code] */
99 
105 class DAAL_EXPORT ResultCollection : public algorithms::quality_metric_set::ResultCollection
106 {
107 public:
108  ResultCollection() {}
109  virtual ~ResultCollection() {}
110 
116  classifier::quality_metric::multiclass_confusion_matrix::ResultPtr getResult(QualityMetricId id) const;
117 };
118 typedef services::SharedPtr<ResultCollection> ResultCollectionPtr;
119 
125 class DAAL_EXPORT InputDataCollection : public algorithms::quality_metric_set::InputDataCollection
126 {
127 public:
128  InputDataCollection() {}
129  virtual ~InputDataCollection() {}
130 
136  classifier::quality_metric::multiclass_confusion_matrix::InputPtr getInput(QualityMetricId id) const;
137 };
138 typedef services::SharedPtr<InputDataCollection> InputDataCollectionPtr;
139 }
140 using interface1::Parameter;
141 using interface1::ResultCollection;
142 using interface1::ResultCollectionPtr;
143 using interface1::InputDataCollection;
144 using interface1::InputDataCollectionPtr;
145 
146 }
148 }
149 }
150 }
151 
152 #endif // __MULTINOMIAL_NAIVE_BAYES_QUALITY_METRIC_SET_TYPES_H__
daal
Definition: algorithm_base_common.h:57
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Parameter::nClasses
size_t nClasses
Definition: multinomial_naive_bayes_quality_metric_set_types.h:96
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:105
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:125
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:91
daal::algorithms::multinomial_naive_bayes::quality_metric_set::confusionMatrix
Definition: multinomial_naive_bayes_quality_metric_set_types.h:75
daal::algorithms::multinomial_naive_bayes::quality_metric_set::QualityMetricId
QualityMetricId
Definition: multinomial_naive_bayes_quality_metric_set_types.h:73

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