24 #ifndef __BINARY_CONFUSION_MATRIX_TYPES_H__
25 #define __BINARY_CONFUSION_MATRIX_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/homogen_numeric_table.h"
44 namespace quality_metric
55 namespace binary_confusion_matrix
74 lastInputId = groundTruthLabels
85 lastResultId = binaryMetrics
100 lastBinaryMetricsId = AUC
115 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
117 Parameter(
double beta = 1.0);
118 virtual ~Parameter() {}
122 services::Status check() const DAAL_C11_OVERRIDE;
130 class DAAL_EXPORT Input : public daal::algorithms::Input
134 Input(
const Input& other) : daal::algorithms::Input(other){}
143 data_management::NumericTablePtr
get(InputId id)
const;
150 void set(InputId
id,
const data_management::NumericTablePtr &value);
157 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
159 typedef services::SharedPtr<Input> InputPtr;
166 class DAAL_EXPORT Result :
public daal::algorithms::Result
169 DECLARE_SERIALIZABLE_CAST(Result);
178 data_management::NumericTablePtr
get(ResultId id)
const;
185 void set(ResultId
id,
const data_management::NumericTablePtr &value);
193 template<
typename algorithmFPType>
194 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
202 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
206 template<
typename Archive,
bool onDeserialize>
207 services::Status serialImpl(Archive *arch)
209 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
212 typedef services::SharedPtr<Result> ResultPtr;
214 using interface1::Parameter;
215 using interface1::Input;
216 using interface1::InputPtr;
217 using interface1::Result;
218 using interface1::ResultPtr;
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::fscore
Definition: binary_confusion_matrix_types.h:97
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::accuracy
Definition: binary_confusion_matrix_types.h:94
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::recall
Definition: binary_confusion_matrix_types.h:96
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::Method
Method
Definition: binary_confusion_matrix_types.h:61
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::specificity
Definition: binary_confusion_matrix_types.h:98
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::predictedLabels
Definition: binary_confusion_matrix_types.h:72
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::groundTruthLabels
Definition: binary_confusion_matrix_types.h:73
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Input
Base class for input objects of the binary confusion matrix algorithm.
Definition: binary_confusion_matrix_types.h:130
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::AUC
Definition: binary_confusion_matrix_types.h:99
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::InputId
InputId
Definition: binary_confusion_matrix_types.h:70
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Result
Results obtained with the compute() method of the binary confusion matrix algorithm in the batch proc...
Definition: binary_confusion_matrix_types.h:166
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::defaultDense
Definition: binary_confusion_matrix_types.h:63
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::precision
Definition: binary_confusion_matrix_types.h:95
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::BinaryMetricsId
BinaryMetricsId
Definition: binary_confusion_matrix_types.h:92
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::binaryMetrics
Definition: binary_confusion_matrix_types.h:84
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::confusionMatrix
Definition: binary_confusion_matrix_types.h:83
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Parameter::beta
double beta
Definition: binary_confusion_matrix_types.h:120
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Parameter
Parameters for the binary confusion matrix compute() method.
Definition: binary_confusion_matrix_types.h:115
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::ResultId
ResultId
Definition: binary_confusion_matrix_types.h:81