48 #ifndef __SVM_QUALITY_METRIC_SET_BATCH_H__ 49 #define __SVM_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/svm/svm_quality_metric_set_types.h" 64 namespace quality_metric_set
84 class Batch :
public algorithms::quality_metric_set::Batch
91 Batch(
bool useDefaultMetrics =
true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
93 _inputData = InputDataCollectionPtr(
new InputDataCollection());
94 if (_useDefaultMetrics)
96 initializeQualityMetrics();
98 _resultCollection = ResultCollectionPtr(
new ResultCollection());
107 ResultCollectionPtr getResultCollection()
109 return services::staticPointerCast<ResultCollection,
110 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
117 InputDataCollectionPtr getInputDataCollection()
119 return services::staticPointerCast<InputDataCollection,
120 algorithms::quality_metric_set::InputDataCollection>(_inputData);
124 virtual void initializeQualityMetrics()
126 inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::binary_confusion_matrix::Batch<> >(
127 new classifier::quality_metric::binary_confusion_matrix::Batch<>());
128 _inputData->add(confusionMatrix, classifier::quality_metric::binary_confusion_matrix::InputPtr(
129 new classifier::quality_metric::binary_confusion_matrix::Input));
134 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::quality_metric_set::interface1::Batch
Provides methods to compute a quality metric set of an algorithm in the batch processing mode...
Definition: algorithm_quality_metric_set_batch.h:76
daal::algorithms::quality_metric_set::interface1::Batch::_inputData
InputDataCollectionPtr _inputData
Definition: algorithm_quality_metric_set_batch.h:141
daal::algorithms::svm::quality_metric_set::confusionMatrix
Definition: svm_quality_metric_set_types.h:75
daal::algorithms::quality_metric_set::interface1::Batch::inputAlgorithms
InputAlgorithmsCollection inputAlgorithms
Definition: algorithm_quality_metric_set_batch.h:79
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:84
daal::algorithms::svm::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: svm_quality_metric_set_batch.h:107
daal::algorithms::svm::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: svm_quality_metric_set_batch.h:117
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
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:89
daal::algorithms::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: algorithm_quality_metric_set_types.h:155
daal::algorithms::svm::quality_metric_set::interface1::Batch::Batch
Batch(bool useDefaultMetrics=true)
Definition: svm_quality_metric_set_batch.h:91
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:448
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch
Computes the confusion matrix for a binary classifier in the batch processing mode.
Definition: binary_confusion_matrix_batch.h:111