25 #ifndef __OUTLIER_DETECTION_MULTIVARIATE_H__
26 #define __OUTLIER_DETECTION_MULTIVARIATE_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_multivariate_types.h"
37 namespace multivariate_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::multivariate_outlier_detection::Input InputType;
99 typedef algorithms::multivariate_outlier_detection::Result ResultType;
113 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input)
122 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
128 ResultPtr getResult()
139 services::Status setResult(
const ResultPtr& result)
141 DAAL_CHECK(result, services::ErrorNullResult)
143 _res = _result.get();
144 return services::Status();
152 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
154 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
158 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
160 return new Batch<algorithmFPType, method>(*this);
163 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
165 services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
166 _res = _result.get();
172 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
174 _result.reset(
new ResultType());
185 using interface1::BatchContainer;
186 using interface1::Batch;
daal::algorithms::multivariate_outlier_detection::interface1::Batch
Abstract class that specifies interface of the algorithms for computing multivariate outlier detectio...
Definition: outlier_detection_multivariate.h:95
daal::algorithms::multivariate_outlier_detection::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::batch
Definition: daal_defines.h:112
daal::algorithms::multivariate_outlier_detection::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: outlier_detection_multivariate.h:152
daal::algorithms::multivariate_outlier_detection::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::multivariate_outlier_detection::interface1::Batch::Batch
Batch()
Definition: outlier_detection_multivariate.h:102
daal::algorithms::multivariate_outlier_detection::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: outlier_detection_multivariate.h:122
daal::algorithms::multivariate_outlier_detection::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: outlier_detection_multivariate.h:139
daal::algorithms::multivariate_outlier_detection::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: outlier_detection_multivariate.h:113
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::multivariate_outlier_detection::interface1::Batch::getResult
ResultPtr getResult()
Definition: outlier_detection_multivariate.h:128
daal::algorithms::multivariate_outlier_detection::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::multivariate_outlier_detection::interface1::Batch::input
InputType input
Definition: outlier_detection_multivariate.h:178
daal::algorithms::multivariate_outlier_detection::interface1::BatchContainer
Provides methods to run implementations of the multivariate outlier detection algorithm. This class is associated with daal::algorithms::multivariate_outlier_detection::Batch class and supports the methods of the multivariate outlier detection in the batch processing mode.
Definition: outlier_detection_multivariate.h:57