24 #ifndef __SVM_QUALITY_METRIC_SET_BATCH_H__
25 #define __SVM_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/svm/svm_quality_metric_set_types.h"
40 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, classifier::quality_metric::binary_confusion_matrix::InputPtr(
105 new classifier::quality_metric::binary_confusion_matrix::Input));
110 using interface1::Batch;
daal::algorithms::svm::quality_metric_set::confusionMatrix
Definition: svm_quality_metric_set_types.h:51
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:60
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:85
daal::algorithms::svm::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: svm_quality_metric_set_batch.h:93
daal::algorithms::svm::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: svm_quality_metric_set_batch.h:83
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:425
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:65
daal::algorithms::svm::quality_metric_set::interface1::Batch::Batch
Batch(bool useDefaultMetrics=true)
Definition: svm_quality_metric_set_batch.h:67