48 #ifndef __LINEAR_REGRESSION_SINGLE_BETA_BATCH_H__
49 #define __LINEAR_REGRESSION_SINGLE_BETA_BATCH_H__
51 #include "algorithms/algorithm.h"
52 #include "algorithms/linear_regression/linear_regression_single_beta_types.h"
58 namespace linear_regression
60 namespace quality_metric
82 template<
typename algorithmFPType, Method method, CpuType cpu>
83 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
87 BatchContainer(daal::services::Environment::env *daalEnv);
89 virtual ~BatchContainer();
96 virtual services::Status compute() DAAL_C11_OVERRIDE;
111 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
112 class DAAL_EXPORT Batch :
public daal::algorithms::quality_metric::Batch
130 Batch(
const Batch<algorithmFPType, method> &other): parameter(other.parameter)
133 input.set(expectedResponses, other.input.get(expectedResponses));
134 input.set(predictedResponses, other.input.get(predictedResponses));
135 input.set(model, other.input.get(model));
142 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
148 ResultPtr getResult()
const
159 services::Status setResult(
const ResultPtr& result)
161 DAAL_CHECK(result, services::ErrorNullResult)
163 _res = _result.get();
164 return services::Status();
171 virtual void setInput(
const algorithms::Input *other) DAAL_C11_OVERRIDE
173 const Input *inputPtr =
static_cast<const Input *
>(other);
174 input.set(expectedResponses, inputPtr->get(expectedResponses));
175 input.set(predictedResponses, inputPtr->get(predictedResponses));
176 input.set(model, inputPtr->get(model));
184 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
186 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
190 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
192 return new Batch<algorithmFPType, method>(*this);
195 services::Status allocateResult() DAAL_C11_OVERRIDE
197 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
198 _res = _result.get();
202 virtual algorithms::ResultPtr getResultImpl() const DAAL_C11_OVERRIDE
209 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
212 _result.reset(
new Result());
220 using interface1::BatchContainer;
221 using interface1::Batch;
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::BatchContainer
Class containing methods to compute regression quality metric.
Definition: linear_regression_single_beta_batch.h:83
daal
Definition: algorithm_base_common.h:57
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch
Computes the linear regression quality metric in the batch processing mode.
Definition: linear_regression_single_beta_batch.h:112
daal::algorithms::linear_regression::quality_metric::single_beta::model
Definition: linear_regression_single_beta_types.h:99
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: linear_regression_single_beta_batch.h:142
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::Batch
Batch()
Definition: linear_regression_single_beta_batch.h:119
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::parameter
Parameter parameter
Definition: linear_regression_single_beta_batch.h:116
daal::batch
Definition: daal_defines.h:131
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: linear_regression_single_beta_batch.h:184
daal::algorithms::linear_regression::quality_metric::single_beta::expectedResponses
Definition: linear_regression_single_beta_types.h:88
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::setInput
virtual void setInput(const algorithms::Input *other) DAAL_C11_OVERRIDE
Definition: linear_regression_single_beta_batch.h:171
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: linear_regression_single_beta_batch.h:159
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Parameter
Parameters for the compute() method of single beta quality metrics.
Definition: linear_regression_single_beta_types.h:140
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: linear_regression_single_beta_batch.h:130
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::getResult
ResultPtr getResult() const
Definition: linear_regression_single_beta_batch.h:148
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::linear_regression::quality_metric::single_beta::predictedResponses
Definition: linear_regression_single_beta_types.h:89
daal::algorithms::linear_regression::quality_metric::single_beta::interface1::Batch::input
Input input
Definition: linear_regression_single_beta_batch.h:115