24 #ifndef __BINARY_CONFUSION_MATRIX_BATCH_H__
25 #define __BINARY_CONFUSION_MATRIX_BATCH_H__
27 #include "algorithms/algorithm.h"
28 #include "algorithms/classifier/binary_confusion_matrix_types.h"
36 namespace quality_metric
38 namespace binary_confusion_matrix
55 template<
typename algorithmFPType, Method method, CpuType cpu>
56 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
64 BatchContainer(daal::services::Environment::env *daalEnv);
66 virtual ~BatchContainer();
70 virtual services::Status compute() DAAL_C11_OVERRIDE;
86 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
87 class DAAL_EXPORT Batch :
public daal::algorithms::quality_metric::Batch
90 typedef algorithms::classifier::quality_metric::binary_confusion_matrix::Input InputType;
91 typedef algorithms::classifier::quality_metric::binary_confusion_matrix::Parameter ParameterType;
92 typedef algorithms::classifier::quality_metric::binary_confusion_matrix::Result ResultType;
95 ParameterType parameter;
109 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
118 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
124 ResultPtr getResult()
const
133 services::Status setResult(
const ResultPtr& result)
135 DAAL_CHECK(result, services::ErrorNullResult)
137 _res = _result.get();
138 return services::Status();
145 virtual void setInput(
const algorithms::Input *other) DAAL_C11_OVERRIDE
147 const InputType *inputPtr =
static_cast<const InputType *
>(other);
148 input.set(predictedLabels, inputPtr->get(predictedLabels));
149 input.set(groundTruthLabels, inputPtr->get(groundTruthLabels));
157 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
159 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
163 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
165 return new Batch<algorithmFPType, method>(*this);
168 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
170 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
171 _res = _result.get();
175 virtual algorithms::ResultPtr getResultImpl() const DAAL_C11_OVERRIDE
182 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
185 _result.reset(
new ResultType());
193 using interface1::BatchContainer;
194 using interface1::Batch;
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::input
InputType input
Definition: binary_confusion_matrix_batch.h:94
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: binary_confusion_matrix_batch.h:157
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::BatchContainer::~BatchContainer
virtual ~BatchContainer()
daal::batch
Definition: daal_defines.h:112
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: binary_confusion_matrix_batch.h:118
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::predictedLabels
Definition: binary_confusion_matrix_types.h:72
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::getResult
ResultPtr getResult() const
Definition: binary_confusion_matrix_batch.h:124
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::groundTruthLabels
Definition: binary_confusion_matrix_types.h:73
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: binary_confusion_matrix_batch.h:109
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::Batch
Batch()
Definition: binary_confusion_matrix_batch.h:98
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:87
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: binary_confusion_matrix_batch.h:133
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
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:145
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:56
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Batch::parameter
ParameterType parameter
Definition: binary_confusion_matrix_batch.h:95