48 #ifndef __LOGIT_BOOST_TRAINING_BATCH_H__
49 #define __LOGIT_BOOST_TRAINING_BATCH_H__
51 #include "algorithms/boosting/boosting_training_batch.h"
52 #include "algorithms/boosting/logitboost_training_types.h"
78 template<
typename algorithmFPType, Method method, CpuType cpu>
79 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
87 BatchContainer(daal::services::Environment::env *daalEnv);
93 services::Status compute() DAAL_C11_OVERRIDE;
113 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = friedman>
114 class DAAL_EXPORT Batch :
public boosting::training::Batch
118 classifier::training::Input input;
124 Batch(
size_t nClasses)
127 parameter.nClasses = nClasses;
136 Batch(
const Batch<algorithmFPType, method> &other) : boosting::training::Batch(other),
137 parameter(other.parameter), input(other.input)
148 classifier::training::Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
154 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
160 ResultPtr getResult()
162 return Result::cast(_result);
168 services::Status resetResult() DAAL_C11_OVERRIDE
170 _result.reset(
new Result());
171 DAAL_CHECK(_result, services::ErrorNullResult);
173 return services::Status();
181 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
183 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
187 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
189 return new Batch<algorithmFPType, method>(*this);
192 services::Status allocateResult() DAAL_C11_OVERRIDE
194 ResultPtr res = getResult();
195 DAAL_CHECK(_result, services::ErrorNullResult);
196 services::Status s = res->template allocate<algorithmFPType>(&input, _par, method);
197 _res = _result.get();
203 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
206 _result.reset(
new Result());
211 using interface1::BatchContainer;
212 using interface1::Batch;
218 #endif // __LOGIT_BOOST_TRAINING_BATCH_H__
daal
Definition: algorithm_base_common.h:57
daal::algorithms::logitboost::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: logitboost_training_batch.h:181
daal::algorithms::logitboost::training::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: logitboost_training_batch.h:124
daal::algorithms::logitboost::training::interface1::Batch::parameter
Parameter parameter
Definition: logitboost_training_batch.h:117
daal::algorithms::logitboost::training::interface1::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: logitboost_training_batch.h:168
daal::algorithms::logitboost::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: logitboost_training_batch.h:136
daal::batch
Definition: daal_defines.h:131
daal::algorithms::logitboost::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: logitboost_training_batch.h:154
daal::algorithms::logitboost::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: logitboost_training_batch.h:160
daal::algorithms::logitboost::training::interface1::Batch::input
classifier::training::Input input
Definition: logitboost_training_batch.h:118
daal::algorithms::logitboost::training::interface1::Batch::getInput
classifier::training::Input * getInput() DAAL_C11_OVERRIDE
Definition: logitboost_training_batch.h:148
daal::algorithms::logitboost::training::interface1::Result
Provides methods to access final results obtained with the compute() method of the LogitBoost trainin...
Definition: logitboost_training_types.h:97
daal::algorithms::logitboost::training::interface1::Batch
Trains model of the LogitBoost algorithms in the batch processing mode.
Definition: logitboost_training_batch.h:114
daal::algorithms::logitboost::training::interface1::BatchContainer
Provides methods to run implementations of LogitBoost model-based training. This class is associated ...
Definition: logitboost_training_batch.h:79
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:76