48 #ifndef __RIDGE_REGRESSION_TRAINING_ONLINE_H__
49 #define __RIDGE_REGRESSION_TRAINING_ONLINE_H__
51 #include "algorithms/algorithm.h"
52 #include "algorithms/ridge_regression/ridge_regression_training_types.h"
53 #include "algorithms/linear_model/linear_model_training_online.h"
59 namespace ridge_regression
74 template<
typename algorithmFPType, Method method, CpuType cpu>
75 class DAAL_EXPORT OnlineContainer :
public TrainingContainerIface<online>
82 OnlineContainer(daal::services::Environment::env *daalEnv);
92 services::Status compute() DAAL_C11_OVERRIDE;
99 services::Status finalizeCompute() DAAL_C11_OVERRIDE;
120 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = normEqDense>
121 class DAAL_EXPORT Online :
public linear_model::training::Online
125 TrainParameter parameter;
138 Online(
const Online<algorithmFPType, method> & other) :
139 linear_model::training::Online(other), input(other.input), parameter(other.parameter)
146 virtual regression::training::Input* getInput() DAAL_C11_OVERRIDE {
return &input; }
152 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
158 PartialResultPtr getPartialResult() {
return PartialResult::cast(_partialResult); }
164 ResultPtr getResult() {
return Result::cast(_result); }
171 services::SharedPtr<Online<algorithmFPType, method> > clone()
const
173 return services::SharedPtr<Online<algorithmFPType, method> >(cloneImpl());
178 virtual Online<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
180 return new Online<algorithmFPType, method>(*this);
183 services::Status allocateResult() DAAL_C11_OVERRIDE
185 services::Status s = getResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
186 _res = _result.get();
190 services::Status allocatePartialResult() DAAL_C11_OVERRIDE
192 services::Status s = getPartialResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
193 _pres = _partialResult.get();
197 services::Status initializePartialResult() DAAL_C11_OVERRIDE
199 services::Status s = getPartialResult()->template initialize<algorithmFPType>(&input, ¶meter, method);
200 _pres = _partialResult.get();
206 _ac =
new __DAAL_ALGORITHM_CONTAINER(online, OnlineContainer, algorithmFPType, method)(&_env);
209 _partialResult.reset(
new PartialResult());
210 _result.reset(
new Result());
216 using interface1::OnlineContainer;
217 using interface1::Online;
daal::algorithms::ridge_regression::training::interface1::Online::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: ridge_regression_training_online.h:152
daal::algorithms::ridge_regression::training::interface1::Online::getResult
ResultPtr getResult()
Definition: ridge_regression_training_online.h:164
daal::algorithms::ridge_regression::training::interface1::Online::input
Input input
Definition: ridge_regression_training_online.h:124
daal
Definition: algorithm_base_common.h:57
daal::algorithms::ridge_regression::training::interface1::OnlineContainer
Class containing methods for ridge regression model-based training in the online processing mode...
Definition: ridge_regression_training_online.h:75
daal::algorithms::ridge_regression::training::interface1::Online
Provides methods for ridge regression model-based training in the online processing mode...
Definition: ridge_regression_training_online.h:121
daal::algorithms::ridge_regression::training::interface1::Online::Online
Online()
Definition: ridge_regression_training_online.h:128
daal::algorithms::ridge_regression::training::interface1::Online::getPartialResult
PartialResultPtr getPartialResult()
Definition: ridge_regression_training_online.h:158
daal::algorithms::ridge_regression::training::interface1::Online::parameter
TrainParameter parameter
Definition: ridge_regression_training_online.h:125
daal::algorithms::ridge_regression::training::interface1::Online::clone
services::SharedPtr< Online< algorithmFPType, method > > clone() const
Definition: ridge_regression_training_online.h:171
daal::online
Definition: daal_defines.h:133
daal::algorithms::ridge_regression::training::interface1::Online::Online
Online(const Online< algorithmFPType, method > &other)
Definition: ridge_regression_training_online.h:138
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:76