49 #ifndef __SVM_TRAIN_H__ 50 #define __SVM_TRAIN_H__ 52 #include "algorithms/algorithm.h" 54 #include "algorithms/svm/svm_train_types.h" 55 #include "algorithms/classifier/classifier_training_batch.h" 80 template<
typename algorithmFPType, Method method, CpuType cpu>
81 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
89 BatchContainer(daal::services::Environment::env *daalEnv);
97 services::Status compute() DAAL_C11_OVERRIDE;
117 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = boser>
118 class DAAL_EXPORT Batch :
public classifier::training::Batch
121 typedef classifier::training::Batch super;
123 typedef typename super::InputType InputType;
124 typedef algorithms::svm::Parameter ParameterType;
125 typedef algorithms::svm::training::Result ResultType;
127 ParameterType parameter;
142 Batch(
const Batch<algorithmFPType, method> &other) : classifier::training::Batch(other),
143 parameter(other.parameter), input(other.input)
154 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
160 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
166 ResultPtr getResult()
168 return ResultType::cast(_result);
174 services::Status resetResult() DAAL_C11_OVERRIDE
176 _result.reset(
new ResultType());
177 DAAL_CHECK(_result, services::ErrorNullResult);
179 return services::Status();
187 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 189 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
193 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
195 return new Batch<algorithmFPType, method>(*this);
198 services::Status allocateResult() DAAL_C11_OVERRIDE
200 ResultPtr res = getResult();
201 DAAL_CHECK(res, services::ErrorNullResult);
202 services::Status s = res->template allocate<algorithmFPType>(&input, _par, (int) method);
203 _res = _result.get();
209 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
212 _result.reset(
new ResultType());
217 using interface1::BatchContainer;
218 using interface1::Batch;
daal::algorithms::svm::training::interface1::Result
Provides methods to access final results obtained with the compute() method of the SVM training algor...
Definition: svm_train_types.h:93
daal::algorithms::svm::interface1::Parameter
Optional parameters.
Definition: svm_model.h:90
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:81
daal::algorithms::svm::training::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: svm_train.h:154
daal::algorithms::svm::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: svm_train.h:160
daal::algorithms::svm::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: svm_train.h:142
daal::algorithms::svm::training::interface1::BatchContainer
Class containing methods to compute results of the SVM training.
Definition: svm_train.h:81
daal::batch
Definition: daal_defines.h:132
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::svm::training::interface1::Batch::Batch
Batch()
Definition: svm_train.h:131
daal::algorithms::svm::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: svm_train.h:166
daal::algorithms::svm::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: svm_train.h:187
daal::algorithms::classifier::training::interface1::Batch
Algorithm class for training the classifier model.
Definition: classifier_training_batch.h:82
daal::algorithms::svm::training::interface1::Batch::parameter
ParameterType parameter
Definition: svm_train.h:127
daal::algorithms::classifier::training::interface1::Result
Provides methods to access final results obtained with the compute() method in the batch processing m...
Definition: classifier_training_types.h:222
daal::algorithms::svm::training::interface1::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: svm_train.h:174
daal::algorithms::svm::training::interface1::Batch
Algorithm class to train the SVM model
Definition: svm_train.h:118
daal::algorithms::svm::training::interface1::Batch::input
InputType input
Definition: svm_train.h:128
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