48 #ifndef __PCA_QUALITY_METRIC_TYPES_H__
49 #define __PCA_QUALITY_METRIC_TYPES_H__
51 #include "services/daal_shared_ptr.h"
52 #include "algorithms/algorithm.h"
53 #include "data_management/data/homogen_numeric_table.h"
61 namespace quality_metric
69 namespace explained_variance
88 lastInputId = eigenvalues
98 explainedVariancesRatios,
100 lastResultId = noiseVariance
116 struct DAAL_EXPORT Parameter:
public daal::algorithms::Parameter
118 Parameter(
size_t nFeatures,
size_t nComponents);
119 virtual ~Parameter() {}
129 virtual services::Status check()
const;
137 class DAAL_EXPORT Input:
public daal::algorithms::Input
140 DAAL_CAST_OPERATOR(Input);
141 DAAL_DOWN_CAST_OPERATOR(Input, daal::algorithms::Input);
153 data_management::NumericTablePtr
get(InputId id)
const;
160 void set(InputId
id,
const data_management::NumericTablePtr &value);
169 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
171 typedef services::SharedPtr<Input> InputPtr;
177 class DAAL_EXPORT Result:
public daal::algorithms::Result
180 DECLARE_SERIALIZABLE_CAST(Result);
181 DAAL_DOWN_CAST_OPERATOR(Result, daal::algorithms::Result);
190 data_management::NumericTablePtr
get(ResultId id)
const;
197 void set(ResultId
id,
const data_management::NumericTablePtr &value);
207 template <
typename algorithmFPType>
208 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method);
218 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
222 template<
typename Archive,
bool onDeserialize>
223 services::Status serialImpl(Archive *arch)
225 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
228 typedef services::SharedPtr<Result> ResultPtr;
231 using interface1::Parameter;
232 using interface1::Result;
233 using interface1::ResultPtr;
234 using interface1::Input;
235 using interface1::InputPtr;
244 #endif // __PCA_QUALITY_METRIC_TYPES_H__
daal
Definition: algorithm_base_common.h:57
daal::algorithms::pca::quality_metric::explained_variance::Method
Method
Definition: pca_explained_variance_types.h:76
daal::algorithms::pca::quality_metric::explained_variance::ResultId
ResultId
Available identifiers of the result of explained variance quality metrics.
Definition: pca_explained_variance_types.h:95
daal::algorithms::pca::quality_metric::explained_variance::InputId
InputId
Available identifiers of input objects for a explained variance quality metrics.
Definition: pca_explained_variance_types.h:85
daal::algorithms::pca::quality_metric::explained_variance::interface1::Parameter
Parameters for the compute() method of explained variance quality metrics.
Definition: pca_explained_variance_types.h:116
daal::algorithms::pca::quality_metric::explained_variance::interface1::Parameter::nComponents
size_t nComponents
Definition: pca_explained_variance_types.h:122
daal::algorithms::pca::quality_metric::explained_variance::explainedVariances
Definition: pca_explained_variance_types.h:97
daal::algorithms::pca::quality_metric::explained_variance::defaultDense
Definition: pca_explained_variance_types.h:78
daal::algorithms::pca::quality_metric::explained_variance::noiseVariance
Definition: pca_explained_variance_types.h:99
daal::algorithms::pca::quality_metric::explained_variance::eigenvalues
Definition: pca_explained_variance_types.h:87
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::pca::quality_metric::explained_variance::explainedVariancesRatios
Definition: pca_explained_variance_types.h:98
daal::algorithms::pca::quality_metric::explained_variance::interface1::Result
Provides interface for the result of linear regression quality metrics.
Definition: pca_explained_variance_types.h:177
daal::algorithms::pca::quality_metric::explained_variance::interface1::Parameter::nFeatures
size_t nFeatures
Definition: pca_explained_variance_types.h:121