24 #ifndef __MULTICLASS_CONFUSION_MATRIX_TYPES_H__
25 #define __MULTICLASS_CONFUSION_MATRIX_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/homogen_numeric_table.h"
39 namespace quality_metric
50 namespace multiclass_confusion_matrix
69 lastInputId = groundTruthLabels
80 lastResultId = multiClassMetrics
87 enum MultiClassMetricsId
111 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
113 Parameter(
size_t nClasses = 0,
double beta = 1.0);
114 virtual ~Parameter() {}
119 services::Status check() const DAAL_C11_OVERRIDE;
127 class DAAL_EXPORT Input : public daal::algorithms::Input
131 Input(
const Input& other) : daal::algorithms::Input(other){}
140 data_management::NumericTablePtr
get(InputId id)
const;
147 void set(InputId
id,
const data_management::NumericTablePtr &value);
154 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
156 typedef services::SharedPtr<Input> InputPtr;
163 class DAAL_EXPORT Result :
public daal::algorithms::Result
166 DECLARE_SERIALIZABLE_CAST(Result);
175 data_management::NumericTablePtr
get(ResultId id)
const;
182 void set(ResultId
id,
const data_management::NumericTablePtr &value);
190 template<
typename algorithmFPType>
191 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
199 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
203 template<
typename Archive,
bool onDeserialize>
204 services::Status serialImpl(Archive *arch)
206 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
209 typedef services::SharedPtr<Result> ResultPtr;
211 using interface1::Parameter;
212 using interface1::Input;
213 using interface1::InputPtr;
214 using interface1::Result;
215 using interface1::ResultPtr;
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::ResultId
ResultId
Definition: multiclass_confusion_matrix_types.h:76
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::macroFscore
Definition: multiclass_confusion_matrix_types.h:96
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::Method
Method
Definition: multiclass_confusion_matrix_types.h:56
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::errorRate
Definition: multiclass_confusion_matrix_types.h:90
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Input
Base class for the input objects of the confusion matrix algorithm in the training stage of the class...
Definition: multiclass_confusion_matrix_types.h:127
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::defaultDense
Definition: multiclass_confusion_matrix_types.h:58
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::multiClassMetrics
Definition: multiclass_confusion_matrix_types.h:79
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::MultiClassMetricsId
MultiClassMetricsId
Definition: multiclass_confusion_matrix_types.h:87
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::confusionMatrix
Definition: multiclass_confusion_matrix_types.h:78
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::macroPrecision
Definition: multiclass_confusion_matrix_types.h:94
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::InputId
InputId
Definition: multiclass_confusion_matrix_types.h:65
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Parameter
Parameters for the compute() method of the multi-class confusion matrix.
Definition: multiclass_confusion_matrix_types.h:111
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Parameter::beta
double beta
Definition: multiclass_confusion_matrix_types.h:117
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Result
Results obtained with the compute() method of the multi-class confusion matrix algorithm in the batch...
Definition: multiclass_confusion_matrix_types.h:163
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::microPrecision
Definition: multiclass_confusion_matrix_types.h:91
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::microFscore
Definition: multiclass_confusion_matrix_types.h:93
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::macroRecall
Definition: multiclass_confusion_matrix_types.h:95
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::averageAccuracy
Definition: multiclass_confusion_matrix_types.h:89
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::groundTruthLabels
Definition: multiclass_confusion_matrix_types.h:68
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Parameter::nClasses
size_t nClasses
Definition: multiclass_confusion_matrix_types.h:116
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::microRecall
Definition: multiclass_confusion_matrix_types.h:92
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::predictedLabels
Definition: multiclass_confusion_matrix_types.h:67
daal::algorithms::math::abs::value
Definition: abs_types.h:88