25 #ifndef __MULTI_CLASS_CLASSIFIER_TRAIN_H__
26 #define __MULTI_CLASS_CLASSIFIER_TRAIN_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/classifier/classifier_training_batch.h"
32 #include "algorithms/multi_class_classifier/multi_class_classifier_train_types.h"
38 namespace multi_class_classifier
63 template<
typename algorithmFPType, Method method, CpuType cpu>
64 class BatchContainer :
public TrainingContainerIface<batch>
72 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
74 DAAL_DEPRECATED ~BatchContainer();
80 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
100 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = oneAgainstOne>
101 class DAAL_EXPORT Batch :
public classifier::training::interface1::Batch
104 typedef classifier::training::interface1::Batch super;
106 typedef typename super::InputType InputType;
107 typedef algorithms::multi_class_classifier::interface1::Parameter ParameterType;
108 typedef algorithms::multi_class_classifier::training::Result ResultType;
110 ParameterType parameter;
117 DAAL_DEPRECATED Batch() : parameter(0)
126 DAAL_DEPRECATED Batch(
size_t nClasses) : parameter(nClasses)
137 DAAL_DEPRECATED Batch(
const Batch<algorithmFPType, method> &other) : classifier::training::interface1::Batch(other),
138 parameter(other.parameter), input(other.input)
143 DAAL_DEPRECATED ~Batch() {}
149 DAAL_DEPRECATED InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
155 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
161 DAAL_DEPRECATED ResultPtr getResult()
163 return ResultType::cast(_result);
169 DAAL_DEPRECATED services::Status resetResult() DAAL_C11_OVERRIDE
171 _result.reset(
new ResultType());
172 DAAL_CHECK(_result, services::ErrorNullResult);
174 return services::Status();
182 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
184 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
188 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
190 return new Batch<algorithmFPType, method>(*this);
193 services::Status allocateResult() DAAL_C11_OVERRIDE
195 ResultPtr res = getResult();
196 DAAL_CHECK(_result, services::ErrorNullResult);
197 services::Status s = res->template allocate<algorithmFPType>(&input, _par, method);
198 _res = _result.get();
204 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
207 _result.reset(
new ResultType());
230 template<
typename algorithmFPType, Method method, CpuType cpu>
231 class BatchContainer :
public TrainingContainerIface<batch>
239 BatchContainer(daal::services::Environment::env *daalEnv);
247 services::Status compute() DAAL_C11_OVERRIDE;
267 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = oneAgainstOne>
268 class DAAL_EXPORT Batch :
public classifier::training::Batch
271 typedef classifier::training::Batch super;
273 typedef typename super::InputType InputType;
274 typedef algorithms::multi_class_classifier::Parameter ParameterType;
275 typedef algorithms::multi_class_classifier::training::Result ResultType;
277 ParameterType parameter;
284 DAAL_DEPRECATED Batch() : parameter(0)
293 Batch(
size_t nClasses) : parameter(nClasses)
304 Batch(
const Batch<algorithmFPType, method> &other) : classifier::training::Batch(other),
305 parameter(other.parameter), input(other.input)
316 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
322 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
328 ResultPtr getResult()
330 return ResultType::cast(_result);
336 services::Status resetResult() DAAL_C11_OVERRIDE
338 _result.reset(
new ResultType());
339 DAAL_CHECK(_result, services::ErrorNullResult);
341 return services::Status();
349 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
351 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
355 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
357 return new Batch<algorithmFPType, method>(*this);
360 services::Status allocateResult() DAAL_C11_OVERRIDE
362 ResultPtr res = getResult();
363 DAAL_CHECK(_result, services::ErrorNullResult);
364 services::Status s = res->template allocate<algorithmFPType>(&input, _par, method);
365 _res = _result.get();
371 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
374 _result.reset(
new ResultType());
379 using interface2::BatchContainer;
380 using interface2::Batch;
daal::algorithms::multi_class_classifier::training::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::multi_class_classifier::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: multi_class_classifier_train.h:117
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:198
daal::algorithms::multi_class_classifier::training::interface2::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: multi_class_classifier_train.h:336
daal::algorithms::multi_class_classifier::training::interface2::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multi_class_classifier_train.h:304
daal::algorithms::multi_class_classifier::training::interface2::Batch::parameter
ParameterType parameter
Definition: multi_class_classifier_train.h:277
daal::batch
Definition: daal_defines.h:112
daal::algorithms::multi_class_classifier::training::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multi_class_classifier_train.h:182
daal::algorithms::multi_class_classifier::training::interface2::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multi_class_classifier_train.h:322
daal::algorithms::multi_class_classifier::training::interface2::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::multi_class_classifier::training::interface1::Batch::input
InputType input
Definition: multi_class_classifier_train.h:111
daal::algorithms::multi_class_classifier::training::interface2::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: multi_class_classifier_train.h:316
daal::algorithms::multi_class_classifier::training::interface1::Batch::getInput
DAAL_DEPRECATED InputType * getInput() DAAL_C11_OVERRIDE
Definition: multi_class_classifier_train.h:149
daal::algorithms::multi_class_classifier::training::interface2::BatchContainer
Class containing methods to compute the results of multi-class classifier model-based training...
Definition: multi_class_classifier_train.h:231
daal::algorithms::classifier::training::interface1::Batch
Algorithm class for training the classifier model.
Definition: classifier_training_batch.h:58
daal::algorithms::multi_class_classifier::training::interface1::Batch::resetResult
DAAL_DEPRECATED services::Status resetResult() DAAL_C11_OVERRIDE
Definition: multi_class_classifier_train.h:169
daal::algorithms::multi_class_classifier::training::interface2::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multi_class_classifier_train.h:349
daal::algorithms::multi_class_classifier::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t nClasses)
Definition: multi_class_classifier_train.h:126
daal::algorithms::multi_class_classifier::training::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::multi_class_classifier::training::interface2::Batch::getResult
ResultPtr getResult()
Definition: multi_class_classifier_train.h:328
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::multi_class_classifier::training::interface1::Batch::getResult
DAAL_DEPRECATED ResultPtr getResult()
Definition: multi_class_classifier_train.h:161
daal::algorithms::multi_class_classifier::training::interface2::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:69
daal::algorithms::multi_class_classifier::interface1::Parameter
Optional multi-class classifier algorithm parameters that are used with the MultiClassClassifierWu pr...
Definition: multi_class_classifier_model.h:80
daal::algorithms::classifier::training::interface1::Input
Base class for the input objects in the training stage of the classification algorithms.
Definition: classifier_training_types.h:110
daal::algorithms::multi_class_classifier::training::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::multi_class_classifier::training::interface2::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::multi_class_classifier::training::interface1::Batch
Algorithm for the multi-class classifier model training.
Definition: multi_class_classifier_train.h:101
daal::algorithms::multi_class_classifier::training::interface1::BatchContainer
Class containing methods to compute the results of multi-class classifier model-based training...
Definition: multi_class_classifier_train.h:64
daal::algorithms::multi_class_classifier::training::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: multi_class_classifier_train.h:155
daal::algorithms::multi_class_classifier::training::interface2::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: multi_class_classifier_train.h:284
daal::algorithms::multi_class_classifier::training::interface2::Batch
Algorithm for the multi-class classifier model training.
Definition: multi_class_classifier_train.h:268
daal::algorithms::multi_class_classifier::training::interface1::Batch::parameter
ParameterType parameter
Definition: multi_class_classifier_train.h:110
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:52
daal::algorithms::multi_class_classifier::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch(const Batch< algorithmFPType, method > &other)
Definition: multi_class_classifier_train.h:137
daal::algorithms::multi_class_classifier::training::interface2::Batch::Batch
Batch(size_t nClasses)
Definition: multi_class_classifier_train.h:293
daal::algorithms::multi_class_classifier::training::interface2::Batch::input
InputType input
Definition: multi_class_classifier_train.h:278