25 #ifndef __NAIVE_BAYES_TRAINING_BATCH_H__
26 #define __NAIVE_BAYES_TRAINING_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "multinomial_naive_bayes_training_types.h"
32 #include "algorithms/classifier/classifier_training_batch.h"
41 namespace multinomial_naive_bayes
60 template<
typename algorithmFPType, Method method, CpuType cpu>
61 class BatchContainer :
public TrainingContainerIface<batch>
69 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
71 DAAL_DEPRECATED ~BatchContainer();
77 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
92 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
93 class DAAL_EXPORT Batch :
public classifier::training::interface1::Batch
96 typedef classifier::training::interface1::Batch super;
98 typedef typename super::InputType InputType;
99 typedef algorithms::multinomial_naive_bayes::interface1::Parameter ParameterType;
100 typedef algorithms::multinomial_naive_bayes::training::Result ResultType;
102 ParameterType parameter;
109 DAAL_DEPRECATED Batch(
size_t nClasses) : parameter(nClasses)
120 DAAL_DEPRECATED Batch(
const Batch<algorithmFPType, method> &other) :
121 classifier::training::interface1::Batch(other), parameter(other.parameter), input(other.input)
126 DAAL_DEPRECATED_VIRTUAL
virtual ~Batch() {}
132 DAAL_DEPRECATED InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
138 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
144 DAAL_DEPRECATED ResultPtr getResult()
146 return ResultType::cast(_result);
152 DAAL_DEPRECATED services::Status resetResult() DAAL_C11_OVERRIDE
154 _result.reset(
new ResultType());
155 DAAL_CHECK(_result, services::ErrorNullResult);
157 return services::Status();
165 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
167 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
171 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
173 return new Batch<algorithmFPType, method>(*this);
176 services::Status allocateResult() DAAL_C11_OVERRIDE
178 ResultPtr res = getResult();
179 DAAL_CHECK(res, services::ErrorNullResult);
180 services::Status s = res->template allocate<algorithmFPType>(&input, ¶meter, (int)method);
181 _res = _result.get();
187 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
190 _result.reset(
new ResultType());
210 template<
typename algorithmFPType, Method method, CpuType cpu>
211 class BatchContainer :
public TrainingContainerIface<batch>
219 BatchContainer(daal::services::Environment::env *daalEnv);
227 services::Status compute() DAAL_C11_OVERRIDE;
242 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
243 class DAAL_EXPORT Batch :
public classifier::training::Batch
246 typedef classifier::training::Batch super;
248 typedef algorithms::multinomial_naive_bayes::training::Input InputType;
249 typedef algorithms::multinomial_naive_bayes::Parameter ParameterType;
250 typedef algorithms::multinomial_naive_bayes::training::Result ResultType;
252 ParameterType parameter;
259 Batch(
size_t nClasses) : parameter(nClasses)
270 Batch(
const Batch<algorithmFPType, method> &other) :
271 classifier::training::Batch(other), parameter(other.parameter), input(other.input)
282 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
288 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
294 ResultPtr getResult()
296 return ResultType::cast(_result);
302 services::Status resetResult() DAAL_C11_OVERRIDE
304 _result.reset(
new ResultType());
305 DAAL_CHECK(_result, services::ErrorNullResult);
307 return services::Status();
315 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
317 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
321 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
323 return new Batch<algorithmFPType, method>(*this);
326 services::Status allocateResult() DAAL_C11_OVERRIDE
328 ResultPtr res = getResult();
329 DAAL_CHECK(res, services::ErrorNullResult);
330 services::Status s = res->template allocate<algorithmFPType>(&input, ¶meter, (int)method);
331 _res = _result.get();
337 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
340 _result.reset(
new ResultType());
345 using interface2::BatchContainer;
346 using interface2::Batch;
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::multinomial_naive_bayes::training::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::batch
Definition: daal_defines.h:112
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_training_batch.h:120
daal::algorithms::classifier::training::interface1::Batch
Algorithm class for training the classifier model.
Definition: classifier_training_batch.h:58
daal::algorithms::multinomial_naive_bayes::training::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:302
daal::algorithms::multinomial_naive_bayes::interface1::Parameter
Naive Bayes algorithm parameters.
Definition: multinomial_naive_bayes_model.h:60
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::multinomial_naive_bayes::training::interface2::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::multinomial_naive_bayes::training::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multinomial_naive_bayes_training_batch.h:165
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::Batch
Batch(size_t nClasses)
Definition: multinomial_naive_bayes_training_batch.h:259
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch
Algorithm class for training the naive Bayes model.
Definition: multinomial_naive_bayes_training_batch.h:243
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:138
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::parameter
ParameterType parameter
Definition: multinomial_naive_bayes_training_batch.h:252
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_training_batch.h:270
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::parameter
ParameterType parameter
Definition: multinomial_naive_bayes_training_batch.h:102
daal::algorithms::multinomial_naive_bayes::training::interface2::BatchContainer
Class containing methods to compute naive Bayes training results.
Definition: multinomial_naive_bayes_training_batch.h:211
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:282
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::getResult
ResultPtr getResult()
Definition: multinomial_naive_bayes_training_batch.h:294
daal::algorithms::multinomial_naive_bayes::training::interface2::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t nClasses)
Definition: multinomial_naive_bayes_training_batch.h:109
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:69
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:288
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::multinomial_naive_bayes::training::interface1::BatchContainer
Class containing methods to compute naive Bayes training results.
Definition: multinomial_naive_bayes_training_batch.h:61
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getInput
DAAL_DEPRECATED InputType * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:132
daal::algorithms::multinomial_naive_bayes::training::interface2::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::input
InputType input
Definition: multinomial_naive_bayes_training_batch.h:103
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getResult
DAAL_DEPRECATED ResultPtr getResult()
Definition: multinomial_naive_bayes_training_batch.h:144
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::input
InputType input
Definition: multinomial_naive_bayes_training_batch.h:253
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:52
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::resetResult
DAAL_DEPRECATED services::Status resetResult() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:152
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch
Algorithm class for training the naive Bayes model.
Definition: multinomial_naive_bayes_training_batch.h:93
daal::algorithms::multinomial_naive_bayes::training::interface2::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multinomial_naive_bayes_training_batch.h:315