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

adaboost_quality_metric_set_types.h
1 /* file: adaboost_quality_metric_set_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
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14 * See the License for the specific language governing permissions and
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16 *******************************************************************************/
17 
18 /*
19 //++
20 // Interface for the AdaBoost algorithm quality metrics
21 //--
22 */
23 
24 #ifndef __ADABOOST_QUALITY_METRIC_SET_TYPES_H__
25 #define __ADABOOST_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/binary_confusion_matrix_types.h"
30 #include "algorithms/boosting/adaboost_quality_metric_set_types.h"
31 #include "algorithms/classifier/multiclass_confusion_matrix_types.h"
32 
33 namespace daal
34 {
35 namespace algorithms
36 {
37 namespace adaboost
38 {
45 namespace quality_metric_set
46 {
51 enum QualityMetricId
52 {
53  confusionMatrix,
54  lastQualityMetricId = confusionMatrix
55 };
56 
60 namespace interface1
61 {
67 class DAAL_EXPORT ResultCollection : public algorithms::quality_metric_set::ResultCollection
68 {
69 public:
70  ResultCollection() {}
71  virtual ~ResultCollection() {}
72 
78  classifier::quality_metric::binary_confusion_matrix::ResultPtr getResult(QualityMetricId id) const;
79 };
80 typedef services::SharedPtr<ResultCollection> ResultCollectionPtr;
81 
87 class DAAL_EXPORT InputDataCollection : public algorithms::quality_metric_set::InputDataCollection
88 {
89 public:
90  InputDataCollection() {}
91  virtual ~InputDataCollection() {}
92 
98  classifier::quality_metric::binary_confusion_matrix::InputPtr getInput(QualityMetricId id) const;
99 };
100 typedef services::SharedPtr<InputDataCollection> InputDataCollectionPtr;
101 }
102 
108 namespace interface2
109 {
116 /* [Parameter source code] */
117 struct DAAL_EXPORT Parameter : public daal::algorithms::Parameter
118 {
119  Parameter(size_t nClasses = 2);
120  virtual ~Parameter() {}
121 
122  size_t nClasses;
123 };
124 /* [Parameter source code] */
125 
131 class DAAL_EXPORT ResultCollection : public algorithms::quality_metric_set::ResultCollection
132 {
133 public:
134  ResultCollection() {}
135  virtual ~ResultCollection() {}
136 
142  classifier::quality_metric::multiclass_confusion_matrix::ResultPtr getResult(QualityMetricId id) const;
143 };
144 typedef services::SharedPtr<ResultCollection> ResultCollectionPtr;
145 
151 class DAAL_EXPORT InputDataCollection : public algorithms::quality_metric_set::InputDataCollection
152 {
153 public:
154  InputDataCollection() {}
155  virtual ~InputDataCollection() {}
156 
162  classifier::quality_metric::multiclass_confusion_matrix::InputPtr getInput(QualityMetricId id) const;
163 };
164 typedef services::SharedPtr<InputDataCollection> InputDataCollectionPtr;
165 }
166 using interface2::Parameter;
167 using interface2::ResultCollection;
168 using interface2::ResultCollectionPtr;
169 using interface2::InputDataCollection;
170 using interface2::InputDataCollectionPtr;
171 
172 }
174 }
175 }
176 }
177 
178 #endif // __ADABOOST_QUALITY_METRIC_SET_TYPES_H__
daal::algorithms::adaboost::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: adaboost_quality_metric_set_types.h:67
daal::algorithms::adaboost::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: adaboost_quality_metric_set_types.h:87
daal::algorithms::adaboost::quality_metric_set::QualityMetricId
QualityMetricId
Definition: adaboost_quality_metric_set_types.h:51
daal::algorithms::adaboost::quality_metric_set::interface2::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: adaboost_quality_metric_set_types.h:131
daal::algorithms::adaboost::quality_metric_set::interface2::Parameter
Parameters for the AdaBoost compute() method.
Definition: adaboost_quality_metric_set_types.h:117
daal::algorithms::adaboost::quality_metric_set::interface2::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: adaboost_quality_metric_set_types.h:151
daal::algorithms::adaboost::quality_metric_set::confusionMatrix
Definition: adaboost_quality_metric_set_types.h:53
daal::algorithms::adaboost::quality_metric_set::interface2::Parameter::nClasses
size_t nClasses
Definition: adaboost_quality_metric_set_types.h:122

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