24 #ifndef __LINEAR_REGRESSION_QUALITY_METRIC_SET_BATCH_H__
25 #define __LINEAR_REGRESSION_QUALITY_METRIC_SET_BATCH_H__
27 #include "algorithms/algorithm.h"
28 #include "algorithms/algorithm_quality_metric_set_batch.h"
29 #include "algorithms/linear_regression/linear_regression_quality_metric_set_types.h"
35 namespace linear_regression
40 namespace quality_metric_set
60 class DAAL_EXPORT Batch :
public algorithms::quality_metric_set::Batch
71 Batch(
size_t nBeta,
size_t nBetaReducedModel,
bool useDefaultMetrics =
true):
72 algorithms::quality_metric_set::Batch(useDefaultMetrics), parameter(nBeta, nBetaReducedModel)
74 _inputData = InputDataCollectionPtr(
new InputDataCollection());
75 if (_useDefaultMetrics)
77 initializeQualityMetrics();
79 _resultCollection = ResultCollectionPtr(
new ResultCollection());
88 ResultCollectionPtr getResultCollection()
90 return services::staticPointerCast<ResultCollection,
91 algorithms::quality_metric_set::ResultCollection>(_resultCollection);
98 InputDataCollectionPtr getInputDataCollection()
100 return services::staticPointerCast<InputDataCollection,
101 algorithms::quality_metric_set::InputDataCollection>(_inputData);
105 virtual void initializeQualityMetrics();
109 using interface1::Batch;
daal::algorithms::linear_regression::quality_metric_set::interface1::Batch::Batch
Batch(size_t nBeta, size_t nBetaReducedModel, bool useDefaultMetrics=true)
Definition: linear_regression_quality_metric_set_batch.h:71
daal::algorithms::linear_regression::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: linear_regression_quality_metric_set_types.h:94
daal::algorithms::linear_regression::quality_metric_set::interface1::Parameter
Parameters for the quality metrics set compute() method.
Definition: linear_regression_quality_metric_set_types.h:69
daal::algorithms::linear_regression::quality_metric_set::interface1::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: linear_regression_quality_metric_set_batch.h:88
daal::algorithms::linear_regression::quality_metric_set::interface1::Batch::parameter
Parameter parameter
Definition: linear_regression_quality_metric_set_batch.h:63
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:425
daal::algorithms::linear_regression::quality_metric_set::interface1::Batch
Class that represents a quality metric set to check the model trained with linear regression algorith...
Definition: linear_regression_quality_metric_set_batch.h:60
daal::algorithms::linear_regression::quality_metric_set::interface1::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: linear_regression_quality_metric_set_batch.h:98
daal::algorithms::linear_regression::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: linear_regression_quality_metric_set_types.h:114