48 #ifndef __BINARY_CONFUSION_MATRIX_TYPES_H__ 49 #define __BINARY_CONFUSION_MATRIX_TYPES_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/homogen_numeric_table.h" 68 namespace quality_metric
79 namespace binary_confusion_matrix
98 lastInputId = groundTruthLabels
109 lastResultId = binaryMetrics
124 lastBinaryMetricsId = AUC
139 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
141 Parameter(
double beta = 1.0);
142 virtual ~Parameter() {}
146 services::Status check() const DAAL_C11_OVERRIDE;
154 class DAAL_EXPORT Input : public daal::algorithms::Input
158 Input(
const Input& other) : daal::algorithms::Input(other){}
167 data_management::NumericTablePtr
get(InputId id)
const;
174 void set(InputId id,
const data_management::NumericTablePtr &value);
181 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
183 typedef services::SharedPtr<Input> InputPtr;
190 class DAAL_EXPORT Result :
public daal::algorithms::Result
193 DECLARE_SERIALIZABLE_CAST(Result);
202 data_management::NumericTablePtr
get(ResultId id)
const;
209 void set(ResultId id,
const data_management::NumericTablePtr &value);
217 template<
typename algorithmFPType>
218 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
226 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
230 template<
typename Archive,
bool onDeserialize>
231 services::Status serialImpl(Archive *arch)
233 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
236 typedef services::SharedPtr<Result> ResultPtr;
238 using interface1::Parameter;
239 using interface1::Input;
240 using interface1::InputPtr;
241 using interface1::Result;
242 using interface1::ResultPtr;
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::defaultDense
Definition: binary_confusion_matrix_types.h:87
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::interface1::Result
Base class to represent final results of the computation. Algorithm-specific final results are repres...
Definition: algorithm_types.h:331
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::groundTruthLabels
Definition: binary_confusion_matrix_types.h:97
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::ResultId
ResultId
Definition: binary_confusion_matrix_types.h:105
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::accuracy
Definition: binary_confusion_matrix_types.h:118
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::recall
Definition: binary_confusion_matrix_types.h:120
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::Method
Method
Definition: binary_confusion_matrix_types.h:85
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::AUC
Definition: binary_confusion_matrix_types.h:123
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::specificity
Definition: binary_confusion_matrix_types.h:122
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::BinaryMetricsId
BinaryMetricsId
Definition: binary_confusion_matrix_types.h:116
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:190
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::interface1::Parameter::beta
double beta
Definition: binary_confusion_matrix_types.h:144
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::confusionMatrix
Definition: binary_confusion_matrix_types.h:107
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::binaryMetrics
Definition: binary_confusion_matrix_types.h:108
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::InputId
InputId
Definition: binary_confusion_matrix_types.h:94
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::precision
Definition: binary_confusion_matrix_types.h:119
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::predictedLabels
Definition: binary_confusion_matrix_types.h:96
daal::algorithms::classifier::quality_metric::binary_confusion_matrix::fscore
Definition: binary_confusion_matrix_types.h:121
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