22 #ifndef __OUTLIERDETECTION_BACON_TYPES_H__
23 #define __OUTLIERDETECTION_BACON_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/homogen_numeric_table.h"
41 namespace bacon_outlier_detection
56 enum InitializationMethod
93 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
95 Parameter(InitializationMethod initMethod = baconMedian,
96 double alpha = 0.05,
double toleranceToConverge = 0.005);
98 InitializationMethod initMethod;
102 double toleranceToConverge;
104 virtual services::Status check() const DAAL_C11_OVERRIDE;
112 class DAAL_EXPORT Input : public daal::algorithms::Input
116 Input(
const Input& other);
125 data_management::NumericTablePtr
get(InputId id)
const;
132 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
141 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
148 class DAAL_EXPORT Result :
public daal::algorithms::Result
151 DECLARE_SERIALIZABLE_CAST(Result);
154 virtual ~Result() {};
165 template <
typename algorithmFPType>
166 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
173 data_management::NumericTablePtr
get(ResultId id)
const;
180 void set(ResultId
id,
const data_management::NumericTablePtr &ptr);
190 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
194 template<
typename Archive,
bool onDeserialize>
195 services::Status serialImpl(Archive *arch)
197 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
200 typedef services::SharedPtr<Result> ResultPtr;
204 using interface1::Parameter;
205 using interface1::Input;
206 using interface1::Result;
207 using interface1::ResultPtr;
daal::algorithms::bacon_outlier_detection::weights
Definition: outlier_detection_bacon_types.h:77
daal
Definition: algorithm_base_common.h:31
daal::algorithms::bacon_outlier_detection::baconMahalanobis
Definition: outlier_detection_bacon_types.h:59
daal::algorithms::bacon_outlier_detection::interface1::Parameter::alpha
double alpha
Definition: outlier_detection_bacon_types.h:99
daal::algorithms::bacon_outlier_detection::ResultId
ResultId
Definition: outlier_detection_bacon_types.h:75
daal::algorithms::bacon_outlier_detection::defaultDense
Definition: outlier_detection_bacon_types.h:49
daal::algorithms::bacon_outlier_detection::InputId
InputId
Definition: outlier_detection_bacon_types.h:66
daal::algorithms::bacon_outlier_detection::baconMedian
Definition: outlier_detection_bacon_types.h:58
daal::algorithms::bacon_outlier_detection::interface1::Parameter
Parameters of the outlier detection computation using the baconDense method.
Definition: outlier_detection_bacon_types.h:93
daal::algorithms::bacon_outlier_detection::Method
Method
Definition: outlier_detection_bacon_types.h:47
daal::algorithms::bacon_outlier_detection::interface1::Parameter::initMethod
InitializationMethod initMethod
Definition: outlier_detection_bacon_types.h:98
daal::algorithms::bacon_outlier_detection::interface1::Result
Results obtained with the compute() method of the BACON outlier detection algorithm in the batch proc...
Definition: outlier_detection_bacon_types.h:148
daal::algorithms::bacon_outlier_detection::data
Definition: outlier_detection_bacon_types.h:68
daal::algorithms::bacon_outlier_detection::InitializationMethod
InitializationMethod
Definition: outlier_detection_bacon_types.h:56
daal::algorithms::bacon_outlier_detection::interface1::Parameter::toleranceToConverge
double toleranceToConverge
Definition: outlier_detection_bacon_types.h:102