24 #ifndef __NAIVE_BAYES_QUALITY_METRIC_SET_BATCH_H__
25 #define __NAIVE_BAYES_QUALITY_METRIC_SET_BATCH_H__
27 #include "algorithms/algorithm_quality_metric_set_batch.h"
28 #include "algorithms/classifier/multiclass_confusion_matrix_batch.h"
29 #include "algorithms/naive_bayes/multinomial_naive_bayes_quality_metric_set_types.h"
35 namespace multinomial_naive_bayes
40 namespace quality_metric_set
59 class Batch :
public algorithms::quality_metric_set::Batch
68 Batch(
size_t nClasses = 2,
bool useDefaultMetrics =
true) :
69 algorithms::quality_metric_set::Batch(useDefaultMetrics),
72 _inputData = InputDataCollectionPtr(
new InputDataCollection());
73 if (_useDefaultMetrics)
75 initializeQualityMetrics();
77 _resultCollection = ResultCollectionPtr(
new ResultCollection());
86 ResultCollectionPtr getResultCollection()
88 return services::staticPointerCast<ResultCollection,
89 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
96 InputDataCollectionPtr getInputDataCollection()
98 return services::staticPointerCast<InputDataCollection,
99 algorithms::quality_metric_set::InputDataCollection>(_inputData);
104 virtual void initializeQualityMetrics()
106 inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::multiclass_confusion_matrix::Batch<> >(
107 new classifier::quality_metric::multiclass_confusion_matrix::Batch<>(parameter.nClasses));
108 _inputData->add(confusionMatrix, algorithms::InputPtr(
109 new classifier::quality_metric::multiclass_confusion_matrix::Input));
114 using interface1::Batch;
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Parameter
Parameters for the Naive Bayes compute() method.
Definition: multinomial_naive_bayes_quality_metric_set_types.h:67
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Batch::parameter
Parameter parameter
Definition: multinomial_naive_bayes_quality_metric_set_batch.h:62
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: multinomial_naive_bayes_quality_metric_set_batch.h:86
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Batch
Class containing a quality metric set to check the model trained with the Naive Bayes algorithm...
Definition: multinomial_naive_bayes_quality_metric_set_batch.h:59
daal::algorithms::multinomial_naive_bayes::quality_metric_set::confusionMatrix
Definition: multinomial_naive_bayes_quality_metric_set_types.h:51
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects for the quality metrics algori...
Definition: multinomial_naive_bayes_quality_metric_set_types.h:101
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Batch::Batch
Batch(size_t nClasses=2, bool useDefaultMetrics=true)
Definition: multinomial_naive_bayes_quality_metric_set_batch.h:68
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Parameter::nClasses
size_t nClasses
Definition: multinomial_naive_bayes_quality_metric_set_types.h:72
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:425
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: multinomial_naive_bayes_quality_metric_set_batch.h:96
daal::algorithms::multinomial_naive_bayes::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: multinomial_naive_bayes_quality_metric_set_types.h:81