24 #ifndef __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
25 #define __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
27 #include "algorithms/algorithm_quality_metric_set_batch.h"
28 #include "algorithms/classifier/binary_confusion_matrix_batch.h"
29 #include "algorithms/boosting/adaboost_quality_metric_set_types.h"
40 namespace quality_metric_set
62 class Batch :
public algorithms::quality_metric_set::Batch
69 DAAL_DEPRECATED Batch(
bool useDefaultMetrics =
true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
71 _inputData = interface1::InputDataCollectionPtr(
new interface1::InputDataCollection());
72 if (_useDefaultMetrics)
74 initializeQualityMetrics();
76 _resultCollection = interface1::ResultCollectionPtr(
new interface1::ResultCollection());
79 DAAL_DEPRECATED_VIRTUAL
virtual ~Batch() {}
85 DAAL_DEPRECATED interface1::ResultCollectionPtr getResultCollection()
87 return services::staticPointerCast<interface1::ResultCollection,
88 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
95 DAAL_DEPRECATED interface1::InputDataCollectionPtr getInputDataCollection()
97 return services::staticPointerCast<interface1::InputDataCollection,
98 algorithms::quality_metric_set::InputDataCollection>(_inputData);
102 virtual void initializeQualityMetrics()
104 inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::binary_confusion_matrix::Batch<> >(
105 new classifier::quality_metric::binary_confusion_matrix::Batch<>());
106 _inputData->add(confusionMatrix, algorithms::InputPtr(
107 new classifier::quality_metric::binary_confusion_matrix::Input));
132 class Batch :
public algorithms::quality_metric_set::Batch
141 Batch(
size_t nClasses = 2,
bool useDefaultMetrics =
true) :
142 algorithms::quality_metric_set::Batch(useDefaultMetrics),
145 _inputData = InputDataCollectionPtr(
new InputDataCollection());
146 if (_useDefaultMetrics)
148 initializeQualityMetrics();
150 _resultCollection = ResultCollectionPtr(
new ResultCollection());
159 ResultCollectionPtr getResultCollection()
161 return services::staticPointerCast<ResultCollection,
162 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
169 InputDataCollectionPtr getInputDataCollection()
171 return services::staticPointerCast<InputDataCollection,
172 algorithms::quality_metric_set::InputDataCollection>(_inputData);
176 virtual void initializeQualityMetrics()
178 inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::multiclass_confusion_matrix::Batch<> >(
179 new classifier::quality_metric::multiclass_confusion_matrix::Batch<>(parameter.nClasses));
180 _inputData->add(confusionMatrix, algorithms::InputPtr(
181 new classifier::quality_metric::multiclass_confusion_matrix::Input));
186 using interface2::Batch;
daal::algorithms::adaboost::quality_metric_set::interface2::Batch::Batch
Batch(size_t nClasses=2, bool useDefaultMetrics=true)
Definition: adaboost_quality_metric_set_batch.h:141
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::Batch
DAAL_DEPRECATED Batch(bool useDefaultMetrics=true)
Definition: adaboost_quality_metric_set_batch.h:69
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::interface2::Batch::parameter
Parameter parameter
Definition: adaboost_quality_metric_set_batch.h:135
daal::algorithms::adaboost::quality_metric_set::interface2::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: adaboost_quality_metric_set_batch.h:169
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::interface2::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: adaboost_quality_metric_set_batch.h:159
daal::algorithms::adaboost::quality_metric_set::interface2::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:132
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getInputDataCollection
DAAL_DEPRECATED interface1::InputDataCollectionPtr getInputDataCollection()
Definition: adaboost_quality_metric_set_batch.h:95
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::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:62
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:425
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::interface1::Batch::getResultCollection
DAAL_DEPRECATED interface1::ResultCollectionPtr getResultCollection()
Definition: adaboost_quality_metric_set_batch.h:85
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