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

adaboost_quality_metric_set_batch.h
1 /* file: adaboost_quality_metric_set_batch.h */
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41 
42 /*
43 //++
44 // Interface for the AdaBoost quality metric set.
45 //--
46 */
47 
48 #ifndef __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
49 #define __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
50 
51 #include "algorithms/algorithm_quality_metric_set_batch.h"
52 #include "algorithms/classifier/binary_confusion_matrix_batch.h"
53 #include "algorithms/boosting/adaboost_quality_metric_set_types.h"
54 
55 namespace daal
56 {
57 namespace algorithms
58 {
59 namespace adaboost
60 {
64 namespace quality_metric_set
65 {
66 
67 namespace interface1
68 {
86 class Batch : public algorithms::quality_metric_set::Batch
87 {
88 public:
93  Batch(bool useDefaultMetrics = true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
94  {
95  _inputData = InputDataCollectionPtr(new InputDataCollection());
96  if (_useDefaultMetrics)
97  {
98  initializeQualityMetrics();
99  }
100  _resultCollection = ResultCollectionPtr(new ResultCollection());
101  }
102 
103  virtual ~Batch() {}
104 
109  ResultCollectionPtr getResultCollection()
110  {
111  return services::staticPointerCast<ResultCollection,
112  algorithms::quality_metric_set::ResultCollection>(_resultCollection);
113  }
114 
119  InputDataCollectionPtr getInputDataCollection()
120  {
121  return services::staticPointerCast<InputDataCollection,
122  algorithms::quality_metric_set::InputDataCollection>(_inputData);
123  }
124 
125 protected:
126  virtual void initializeQualityMetrics()
127  {
128  inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::binary_confusion_matrix::Batch<> >(
129  new classifier::quality_metric::binary_confusion_matrix::Batch<>());
130  _inputData->add(confusionMatrix, algorithms::InputPtr(
131  new classifier::quality_metric::binary_confusion_matrix::Input));
132  }
133 };
135 } // namespace interface1
136 using interface1::Batch;
137 
138 }
139 }
140 }
141 }
142 #endif
daal
Definition: algorithm_base_common.h:57
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:109
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: adaboost_quality_metric_set_batch.h:109
daal::algorithms::adaboost::quality_metric_set::confusionMatrix
Definition: adaboost_quality_metric_set_types.h:75
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::Batch
Batch(bool useDefaultMetrics=true)
Definition: adaboost_quality_metric_set_batch.h:93
daal::algorithms::adaboost::quality_metric_set::interface1::Batch
Class that represents a set of quality metrics to check the model trained with the AdaBoost algorithm...
Definition: adaboost_quality_metric_set_batch.h:86
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:89
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: adaboost_quality_metric_set_batch.h:119
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:448

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