C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

svm_quality_metric_set_batch.h
1 /* file: svm_quality_metric_set_batch.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Interface for the SVM quality metric set.
19 //--
20 */
21 
22 #ifndef __SVM_QUALITY_METRIC_SET_BATCH_H__
23 #define __SVM_QUALITY_METRIC_SET_BATCH_H__
24 
25 #include "algorithms/algorithm_quality_metric_set_batch.h"
26 #include "algorithms/classifier/binary_confusion_matrix_batch.h"
27 #include "algorithms/svm/svm_quality_metric_set_types.h"
28 
29 namespace daal
30 {
31 namespace algorithms
32 {
33 namespace svm
34 {
38 namespace quality_metric_set
39 {
40 
41 namespace interface1
42 {
58 class Batch : public algorithms::quality_metric_set::Batch
59 {
60 public:
65  Batch(bool useDefaultMetrics = true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
66  {
67  _inputData = InputDataCollectionPtr(new InputDataCollection());
68  if (_useDefaultMetrics)
69  {
70  initializeQualityMetrics();
71  }
72  _resultCollection = ResultCollectionPtr(new ResultCollection());
73  }
74 
75  virtual ~Batch() {}
76 
81  ResultCollectionPtr getResultCollection()
82  {
83  return services::staticPointerCast<ResultCollection,
84  algorithms::quality_metric_set::ResultCollection>(_resultCollection);
85  }
86 
91  InputDataCollectionPtr getInputDataCollection()
92  {
93  return services::staticPointerCast<InputDataCollection,
94  algorithms::quality_metric_set::InputDataCollection>(_inputData);
95  }
96 
97 protected:
98  virtual void initializeQualityMetrics()
99  {
100  inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::binary_confusion_matrix::Batch<> >(
101  new classifier::quality_metric::binary_confusion_matrix::Batch<>());
102  _inputData->add(confusionMatrix, classifier::quality_metric::binary_confusion_matrix::InputPtr(
103  new classifier::quality_metric::binary_confusion_matrix::Input));
104  }
105 };
107 } // namespace interface1
108 using interface1::Batch;
109 
110 }
111 }
112 }
113 }
114 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::svm::quality_metric_set::interface1::Batch
Class that represents a quality metric set to check the model trained with the SVM algorithm...
Definition: svm_quality_metric_set_batch.h:58
daal::algorithms::svm::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: svm_quality_metric_set_batch.h:81
daal::algorithms::svm::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: svm_quality_metric_set_batch.h:91
daal::algorithms::svm::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: svm_quality_metric_set_types.h:63
daal::algorithms::svm::quality_metric_set::interface1::Batch::Batch
Batch(bool useDefaultMetrics=true)
Definition: svm_quality_metric_set_batch.h:65
daal::algorithms::svm::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: svm_quality_metric_set_types.h:83
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:422
daal::algorithms::svm::quality_metric_set::confusionMatrix
Definition: svm_quality_metric_set_types.h:49

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