48 #ifndef __MULTICLASS_CONFUSION_MATRIX_TYPES_H__ 49 #define __MULTICLASS_CONFUSION_MATRIX_TYPES_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/homogen_numeric_table.h" 63 namespace quality_metric
74 namespace multiclass_confusion_matrix
93 lastInputId = groundTruthLabels
104 lastResultId = multiClassMetrics
111 enum MultiClassMetricsId
135 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
137 Parameter(
size_t nClasses = 0,
double beta = 1.0);
138 virtual ~Parameter() {}
143 services::Status check() const DAAL_C11_OVERRIDE;
151 class DAAL_EXPORT Input : public daal::algorithms::Input
155 Input(
const Input& other) : daal::algorithms::Input(other){}
164 data_management::NumericTablePtr
get(InputId id)
const;
171 void set(InputId id,
const data_management::NumericTablePtr &value);
178 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
180 typedef services::SharedPtr<Input> InputPtr;
187 class DAAL_EXPORT Result :
public daal::algorithms::Result
190 DECLARE_SERIALIZABLE_CAST(Result);
199 data_management::NumericTablePtr
get(ResultId id)
const;
206 void set(ResultId id,
const data_management::NumericTablePtr &value);
214 template<
typename algorithmFPType>
215 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
223 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
227 template<
typename Archive,
bool onDeserialize>
228 services::Status serialImpl(Archive *arch)
230 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
233 typedef services::SharedPtr<Result> ResultPtr;
235 using interface1::Parameter;
236 using interface1::Input;
237 using interface1::InputPtr;
238 using interface1::Result;
239 using interface1::ResultPtr;
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::microRecall
Definition: multiclass_confusion_matrix_types.h:116
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::defaultDense
Definition: multiclass_confusion_matrix_types.h:82
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::multiclass_confusion_matrix::confusionMatrix
Definition: multiclass_confusion_matrix_types.h:102
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::errorRate
Definition: multiclass_confusion_matrix_types.h:114
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::macroPrecision
Definition: multiclass_confusion_matrix_types.h:118
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::Method
Method
Definition: multiclass_confusion_matrix_types.h:80
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::microFscore
Definition: multiclass_confusion_matrix_types.h:117
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::predictedLabels
Definition: multiclass_confusion_matrix_types.h:91
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::InputId
InputId
Definition: multiclass_confusion_matrix_types.h:89
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::multiclass_confusion_matrix::interface1::Parameter::nClasses
size_t nClasses
Definition: multiclass_confusion_matrix_types.h:140
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:135
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::averageAccuracy
Definition: multiclass_confusion_matrix_types.h:113
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::multiClassMetrics
Definition: multiclass_confusion_matrix_types.h:103
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::macroFscore
Definition: multiclass_confusion_matrix_types.h:120
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::groundTruthLabels
Definition: multiclass_confusion_matrix_types.h:92
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::ResultId
ResultId
Definition: multiclass_confusion_matrix_types.h:100
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:187
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Parameter::beta
double beta
Definition: multiclass_confusion_matrix_types.h:141
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::macroRecall
Definition: multiclass_confusion_matrix_types.h:119
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::microPrecision
Definition: multiclass_confusion_matrix_types.h:115
daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::MultiClassMetricsId
MultiClassMetricsId
Definition: multiclass_confusion_matrix_types.h:111