25 #ifndef __OUTLIER_DETECTION_BACON_H__
26 #define __OUTLIER_DETECTION_BACON_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/outlier_detection/outlier_detection_bacon_types.h"
37 namespace bacon_outlier_detection
56 template<
typename algorithmFPType, Method method, CpuType cpu>
57 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
65 BatchContainer(daal::services::Environment::env *daalEnv);
73 virtual services::Status compute() DAAL_C11_OVERRIDE;
94 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
95 class DAAL_EXPORT Batch :
public daal::algorithms::Analysis<batch>
98 typedef algorithms::bacon_outlier_detection::Input InputType;
99 typedef algorithms::bacon_outlier_detection::Parameter ParameterType;
100 typedef algorithms::bacon_outlier_detection::Result ResultType;
114 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
123 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
129 ResultPtr getResult()
140 services::Status setResult(
const ResultPtr& result)
142 DAAL_CHECK(result, services::ErrorNullResult)
144 _res = _result.get();
145 return services::Status();
153 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
155 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
159 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
161 return new Batch<algorithmFPType, method>(*this);
164 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
166 services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
167 _res = _result.get();
173 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
176 _result.reset(
new ResultType());
181 ParameterType parameter;
188 using interface1::BatchContainer;
189 using interface1::Batch;
daal::algorithms::bacon_outlier_detection::interface1::Batch
Abstract class that specifies interface of the algorithms for computing BACON outlier detection in th...
Definition: outlier_detection_bacon.h:95
daal::algorithms::bacon_outlier_detection::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: outlier_detection_bacon.h:114
daal::batch
Definition: daal_defines.h:112
daal::algorithms::bacon_outlier_detection::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::bacon_outlier_detection::interface1::Batch::input
InputType input
Definition: outlier_detection_bacon.h:180
daal::algorithms::bacon_outlier_detection::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::bacon_outlier_detection::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: outlier_detection_bacon.h:153
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::bacon_outlier_detection::interface1::Batch::getResult
ResultPtr getResult()
Definition: outlier_detection_bacon.h:129
daal::algorithms::bacon_outlier_detection::interface1::BatchContainer
Provides methods to run implementations of the BACON outlier detection algorithm. This class is assoc...
Definition: outlier_detection_bacon.h:57
daal::algorithms::bacon_outlier_detection::interface1::Batch::parameter
ParameterType parameter
Definition: outlier_detection_bacon.h:181
daal::algorithms::bacon_outlier_detection::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: outlier_detection_bacon.h:123
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::bacon_outlier_detection::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: outlier_detection_bacon.h:140
daal::algorithms::bacon_outlier_detection::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::bacon_outlier_detection::interface1::Batch::Batch
Batch()
Definition: outlier_detection_bacon.h:103