48 #ifndef __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
49 #define __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
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"
64 namespace quality_metric_set
86 class Batch :
public algorithms::quality_metric_set::Batch
93 Batch(
bool useDefaultMetrics =
true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
95 _inputData = InputDataCollectionPtr(
new InputDataCollection());
96 if (_useDefaultMetrics)
98 initializeQualityMetrics();
100 _resultCollection = ResultCollectionPtr(
new ResultCollection());
109 ResultCollectionPtr getResultCollection()
111 return services::staticPointerCast<ResultCollection,
112 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
119 InputDataCollectionPtr getInputDataCollection()
121 return services::staticPointerCast<InputDataCollection,
122 algorithms::quality_metric_set::InputDataCollection>(_inputData);
126 virtual void initializeQualityMetrics()
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));
136 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
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