22 #ifndef __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
23 #define __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
25 #include "algorithms/algorithm_quality_metric_set_batch.h"
26 #include "algorithms/classifier/binary_confusion_matrix_batch.h"
27 #include "algorithms/boosting/adaboost_quality_metric_set_types.h"
38 namespace quality_metric_set
60 class Batch :
public algorithms::quality_metric_set::Batch
67 Batch(
bool useDefaultMetrics =
true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
69 _inputData = InputDataCollectionPtr(
new InputDataCollection());
70 if (_useDefaultMetrics)
72 initializeQualityMetrics();
74 _resultCollection = ResultCollectionPtr(
new ResultCollection());
83 ResultCollectionPtr getResultCollection()
85 return services::staticPointerCast<ResultCollection,
86 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
93 InputDataCollectionPtr getInputDataCollection()
95 return services::staticPointerCast<InputDataCollection,
96 algorithms::quality_metric_set::InputDataCollection>(_inputData);
100 virtual void initializeQualityMetrics()
102 inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::binary_confusion_matrix::Batch<> >(
103 new classifier::quality_metric::binary_confusion_matrix::Batch<>());
104 _inputData->add(confusionMatrix, algorithms::InputPtr(
105 new classifier::quality_metric::binary_confusion_matrix::Input));
110 using interface1::Batch;
daal
Definition: algorithm_base_common.h:31
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: adaboost_quality_metric_set_batch.h:83
daal::algorithms::adaboost::quality_metric_set::confusionMatrix
Definition: adaboost_quality_metric_set_types.h:49
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::Batch
Batch(bool useDefaultMetrics=true)
Definition: adaboost_quality_metric_set_batch.h:67
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:60
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:63
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: adaboost_quality_metric_set_batch.h:93
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:422