22 #ifndef __RIDGE_REGRESSION_TRAINING_ONLINE_H__
23 #define __RIDGE_REGRESSION_TRAINING_ONLINE_H__
25 #include "algorithms/algorithm.h"
26 #include "algorithms/ridge_regression/ridge_regression_training_types.h"
27 #include "algorithms/linear_model/linear_model_training_online.h"
33 namespace ridge_regression
48 template<
typename algorithmFPType, Method method, CpuType cpu>
49 class DAAL_EXPORT OnlineContainer :
public TrainingContainerIface<online>
56 OnlineContainer(daal::services::Environment::env *daalEnv);
66 services::Status compute() DAAL_C11_OVERRIDE;
73 services::Status finalizeCompute() DAAL_C11_OVERRIDE;
94 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = normEqDense>
95 class DAAL_EXPORT Online :
public linear_model::training::Online
98 typedef algorithms::ridge_regression::training::Input InputType;
99 typedef algorithms::ridge_regression::TrainParameter ParameterType;
100 typedef algorithms::ridge_regression::training::Result ResultType;
101 typedef algorithms::ridge_regression::training::PartialResult PartialResultType;
104 ParameterType parameter;
117 Online(
const Online<algorithmFPType, method> & other) :
118 linear_model::training::Online(other), input(other.input), parameter(other.parameter)
125 virtual regression::training::Input* getInput() DAAL_C11_OVERRIDE {
return &input; }
131 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
137 PartialResultPtr getPartialResult() {
return PartialResultType::cast(_partialResult); }
143 ResultPtr getResult() {
return ResultType::cast(_result); }
150 services::SharedPtr<Online<algorithmFPType, method> > clone()
const
152 return services::SharedPtr<Online<algorithmFPType, method> >(cloneImpl());
157 virtual Online<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
159 return new Online<algorithmFPType, method>(*this);
162 services::Status allocateResult() DAAL_C11_OVERRIDE
164 services::Status s = getResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
165 _res = _result.get();
169 services::Status allocatePartialResult() DAAL_C11_OVERRIDE
171 services::Status s = getPartialResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
172 _pres = _partialResult.get();
176 services::Status initializePartialResult() DAAL_C11_OVERRIDE
178 services::Status s = getPartialResult()->template initialize<algorithmFPType>(&input, ¶meter, method);
179 _pres = _partialResult.get();
185 _ac =
new __DAAL_ALGORITHM_CONTAINER(online, OnlineContainer, algorithmFPType, method)(&_env);
188 _partialResult.reset(
new PartialResultType());
189 _result.reset(
new ResultType());
195 using interface1::OnlineContainer;
196 using interface1::Online;
daal::algorithms::ridge_regression::training::interface1::Online::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: ridge_regression_training_online.h:131
daal::algorithms::ridge_regression::training::interface1::Online::getResult
ResultPtr getResult()
Definition: ridge_regression_training_online.h:143
daal::algorithms::ridge_regression::training::interface1::Online::parameter
ParameterType parameter
Definition: ridge_regression_training_online.h:104
daal
Definition: algorithm_base_common.h:31
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:49
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:95
daal::algorithms::ridge_regression::training::interface1::Online::Online
Online()
Definition: ridge_regression_training_online.h:107
daal::algorithms::ridge_regression::training::interface1::Online::input
InputType input
Definition: ridge_regression_training_online.h:103
daal::algorithms::ridge_regression::training::interface1::Online::getPartialResult
PartialResultPtr getPartialResult()
Definition: ridge_regression_training_online.h:137
daal::algorithms::ridge_regression::training::interface1::Online::clone
services::SharedPtr< Online< algorithmFPType, method > > clone() const
Definition: ridge_regression_training_online.h:150
daal::online
Definition: daal_defines.h:108
daal::algorithms::ridge_regression::training::interface1::Online::Online
Online(const Online< algorithmFPType, method > &other)
Definition: ridge_regression_training_online.h:117
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:50