48 #ifndef __LOGITBOOST_QUALITY_METRIC_SET_BATCH_H__ 49 #define __LOGITBOOST_QUALITY_METRIC_SET_BATCH_H__ 51 #include "algorithms/algorithm_quality_metric_set_batch.h" 52 #include "algorithms/classifier/multiclass_confusion_matrix_batch.h" 53 #include "algorithms/boosting/logitboost_quality_metric_set_types.h" 64 namespace quality_metric_set
84 class Batch :
public algorithms::quality_metric_set::Batch
93 Batch(
size_t nClasses = 2,
bool useDefaultMetrics =
true) :
94 algorithms::quality_metric_set::Batch(useDefaultMetrics),
97 _inputData = InputDataCollectionPtr(
new InputDataCollection());
98 if (_useDefaultMetrics)
100 initializeQualityMetrics();
102 _resultCollection = ResultCollectionPtr(
new ResultCollection());
111 ResultCollectionPtr getResultCollection()
113 return services::staticPointerCast<ResultCollection,
114 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
121 InputDataCollectionPtr getInputDataCollection()
123 return services::staticPointerCast<InputDataCollection,
124 algorithms::quality_metric_set::InputDataCollection>(_inputData);
128 virtual void initializeQualityMetrics()
130 inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::multiclass_confusion_matrix::Batch<> >(
131 new classifier::quality_metric::multiclass_confusion_matrix::Batch<>(parameter.nClasses));
132 _inputData->add(confusionMatrix, algorithms::InputPtr(
133 new classifier::quality_metric::multiclass_confusion_matrix::Input));
138 using interface1::Batch;
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Batch
Computes the confusion matrix for a multi-class classifier in the batch processing mode...
Definition: multiclass_confusion_matrix_batch.h:111
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::quality_metric_set::interface1::Batch::inputAlgorithms
InputAlgorithmsCollection inputAlgorithms
Definition: algorithm_quality_metric_set_batch.h:79
daal::algorithms::logitboost::quality_metric_set::confusionMatrix
Definition: logitboost_quality_metric_set_types.h:75
daal::algorithms::logitboost::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: logitboost_quality_metric_set_batch.h:111
daal::algorithms::logitboost::quality_metric_set::interface1::Parameter
Parameters for the LogitBoost compute() method.
Definition: logitboost_quality_metric_set_types.h:91
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::logitboost::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: logitboost_quality_metric_set_types.h:105
daal::algorithms::logitboost::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: logitboost_quality_metric_set_batch.h:121
daal::algorithms::logitboost::quality_metric_set::interface1::Batch
Class that represents a set of quality metrics to check the model trained with the LogitBoost trainin...
Definition: logitboost_quality_metric_set_batch.h:84
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::logitboost::quality_metric_set::interface1::Batch::Batch
Batch(size_t nClasses=2, bool useDefaultMetrics=true)
Definition: logitboost_quality_metric_set_batch.h:93
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:448
daal::algorithms::logitboost::quality_metric_set::interface1::Parameter::nClasses
size_t nClasses
Definition: logitboost_quality_metric_set_types.h:96