22 #ifndef __BINARY_CONFUSION_MATRIX_TYPES_H__
23 #define __BINARY_CONFUSION_MATRIX_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/homogen_numeric_table.h"
42 namespace quality_metric
53 namespace binary_confusion_matrix
72 lastInputId = groundTruthLabels
83 lastResultId = binaryMetrics
98 lastBinaryMetricsId = AUC
113 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
115 Parameter(
double beta = 1.0);
116 virtual ~Parameter() {}
120 services::Status check() const DAAL_C11_OVERRIDE;
128 class DAAL_EXPORT Input : public daal::algorithms::Input
132 Input(
const Input& other) : daal::algorithms::Input(other){}
141 data_management::NumericTablePtr
get(InputId id)
const;
148 void set(InputId
id,
const data_management::NumericTablePtr &value);
155 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
157 typedef services::SharedPtr<Input> InputPtr;
164 class DAAL_EXPORT Result :
public daal::algorithms::Result
167 DECLARE_SERIALIZABLE_CAST(Result);
176 data_management::NumericTablePtr
get(ResultId id)
const;
183 void set(ResultId
id,
const data_management::NumericTablePtr &value);
191 template<
typename algorithmFPType>
192 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
200 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
204 template<
typename Archive,
bool onDeserialize>
205 services::Status serialImpl(Archive *arch)
207 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
210 typedef services::SharedPtr<Result> ResultPtr;
212 using interface1::Parameter;
213 using interface1::Input;
214 using interface1::InputPtr;
215 using interface1::Result;
216 using interface1::ResultPtr;
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::defaultDense
Definition: binary_confusion_matrix_types.h:61
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::Method
Method
Definition: binary_confusion_matrix_types.h:59
daal
Definition: algorithm_base_common.h:31
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::fscore
Definition: binary_confusion_matrix_types.h:95
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::accuracy
Definition: binary_confusion_matrix_types.h:92
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::precision
Definition: binary_confusion_matrix_types.h:93
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::recall
Definition: binary_confusion_matrix_types.h:94
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::predictedLabels
Definition: binary_confusion_matrix_types.h:70
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::BinaryMetricsId
BinaryMetricsId
Definition: binary_confusion_matrix_types.h:90
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::InputId
InputId
Definition: binary_confusion_matrix_types.h:68
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:164
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Parameter::beta
double beta
Definition: binary_confusion_matrix_types.h:118
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::specificity
Definition: binary_confusion_matrix_types.h:96
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::binaryMetrics
Definition: binary_confusion_matrix_types.h:82
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::confusionMatrix
Definition: binary_confusion_matrix_types.h:81
daal::algorithms::math::abs::value
Definition: abs_types.h:86
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::ResultId
ResultId
Definition: binary_confusion_matrix_types.h:79
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::groundTruthLabels
Definition: binary_confusion_matrix_types.h:71
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Parameter
Parameters for the binary confusion matrix compute() method.
Definition: binary_confusion_matrix_types.h:113
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::AUC
Definition: binary_confusion_matrix_types.h:97