48 #ifndef __BINARY_CONFUSION_MATRIX_BATCH_H__
49 #define __BINARY_CONFUSION_MATRIX_BATCH_H__
51 #include "algorithms/algorithm.h"
52 #include "algorithms/classifier/binary_confusion_matrix_types.h"
60 namespace quality_metric
62 namespace binary_confusion_matrix
79 template<
typename algorithmFPType, Method method, CpuType cpu>
80 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
88 BatchContainer(daal::services::Environment::env *daalEnv);
90 virtual ~BatchContainer();
94 virtual services::Status compute() DAAL_C11_OVERRIDE;
110 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
111 class DAAL_EXPORT Batch :
public daal::algorithms::quality_metric::Batch
129 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
138 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
144 ResultPtr getResult()
const
153 services::Status setResult(
const ResultPtr& result)
155 DAAL_CHECK(result, services::ErrorNullResult)
157 _res = _result.get();
158 return services::Status();
165 virtual void setInput(
const algorithms::Input *other) DAAL_C11_OVERRIDE
167 const Input *inputPtr =
static_cast<const Input *
>(other);
168 input.set(predictedLabels, inputPtr->get(predictedLabels));
169 input.set(groundTruthLabels, inputPtr->get(groundTruthLabels));
177 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
179 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
183 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
185 return new Batch<algorithmFPType, method>(*this);
188 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
190 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
191 _res = _result.get();
195 virtual algorithms::ResultPtr getResultImpl() const DAAL_C11_OVERRIDE
202 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
205 _result.reset(
new Result());
213 using interface1::BatchContainer;
214 using interface1::Batch;
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::setInput
virtual void setInput(const algorithms::Input *other) DAAL_C11_OVERRIDE
Definition: binary_confusion_matrix_batch.h:165
daal
Definition: algorithm_base_common.h:57
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: binary_confusion_matrix_batch.h:138
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: binary_confusion_matrix_batch.h:153
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::getResult
ResultPtr getResult() const
Definition: binary_confusion_matrix_batch.h:144
daal::batch
Definition: daal_defines.h:131
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::predictedLabels
Definition: binary_confusion_matrix_types.h:96
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::Batch
Batch()
Definition: binary_confusion_matrix_batch.h:118
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: binary_confusion_matrix_batch.h:129
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::groundTruthLabels
Definition: binary_confusion_matrix_types.h:97
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Parameter
Parameters for the binary confusion matrix compute() method.
Definition: binary_confusion_matrix_types.h:139
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::BatchContainer
Class containing methods to compute the confusion matrix for a binary classifier. ...
Definition: binary_confusion_matrix_batch.h:80
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: binary_confusion_matrix_batch.h:177
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
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::parameter
Parameter parameter
Definition: binary_confusion_matrix_batch.h:115
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::input
Input input
Definition: binary_confusion_matrix_batch.h:114