49 #ifndef __NAIVE_BAYES_TRAINING_BATCH_H__
50 #define __NAIVE_BAYES_TRAINING_BATCH_H__
52 #include "algorithms/algorithm.h"
53 #include "data_management/data/numeric_table.h"
54 #include "services/daal_defines.h"
55 #include "multinomial_naive_bayes_training_types.h"
56 #include "algorithms/classifier/classifier_training_batch.h"
65 namespace multinomial_naive_bayes
84 template<
typename algorithmFPType, Method method, CpuType cpu>
85 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
93 BatchContainer(daal::services::Environment::env *daalEnv);
101 services::Status compute() DAAL_C11_OVERRIDE;
116 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
117 class DAAL_EXPORT Batch :
public classifier::training::Batch
121 classifier::training::Input input;
127 Batch(
size_t nClasses) : parameter(nClasses)
138 Batch(
const Batch<algorithmFPType, method> &other) :
139 classifier::training::Batch(other), parameter(other.parameter), input(other.input)
150 classifier::training::Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
156 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
162 ResultPtr getResult()
164 return Result::cast(_result);
170 services::Status resetResult() DAAL_C11_OVERRIDE
172 _result.reset(
new Result());
173 DAAL_CHECK(_result, services::ErrorNullResult);
175 return services::Status();
183 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
185 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
189 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
191 return new Batch<algorithmFPType, method>(*this);
194 services::Status allocateResult() DAAL_C11_OVERRIDE
196 ResultPtr res = getResult();
197 DAAL_CHECK(res, services::ErrorNullResult);
198 services::Status s = res->template allocate<algorithmFPType>(&input, ¶meter, (int)method);
199 _res = _result.get();
205 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
208 _result.reset(
new Result());
213 using interface1::BatchContainer;
214 using interface1::Batch;
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multinomial_naive_bayes_training_batch.h:183
daal
Definition: algorithm_base_common.h:57
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::input
classifier::training::Input input
Definition: multinomial_naive_bayes_training_batch.h:121
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::parameter
Parameter parameter
Definition: multinomial_naive_bayes_training_batch.h:120
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_training_batch.h:138
daal::batch
Definition: daal_defines.h:131
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: multinomial_naive_bayes_training_batch.h:162
daal::algorithms::multinomial_naive_bayes::training::interface1::Result
Provides methods to access final results obtained with the compute() method of the naive Bayes traini...
Definition: multinomial_naive_bayes_training_types.h:185
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:170
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch
Algorithm class for training the naive Bayes model.
Definition: multinomial_naive_bayes_training_batch.h:117
daal::algorithms::multinomial_naive_bayes::training::interface1::BatchContainer
Class containing methods to compute naive Bayes training results.
Definition: multinomial_naive_bayes_training_batch.h:85
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getInput
classifier::training::Input * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:150
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:156
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
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: multinomial_naive_bayes_training_batch.h:127