23 #ifndef __NAIVE_BAYES_TRAINING_BATCH_H__
24 #define __NAIVE_BAYES_TRAINING_BATCH_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/numeric_table.h"
28 #include "services/daal_defines.h"
29 #include "multinomial_naive_bayes_training_types.h"
30 #include "algorithms/classifier/classifier_training_batch.h"
39 namespace multinomial_naive_bayes
58 template<
typename algorithmFPType, Method method, CpuType cpu>
59 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
67 BatchContainer(daal::services::Environment::env *daalEnv);
75 services::Status compute() DAAL_C11_OVERRIDE;
90 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
91 class DAAL_EXPORT Batch :
public classifier::training::Batch
94 typedef classifier::training::Batch super;
96 typedef typename super::InputType InputType;
97 typedef algorithms::multinomial_naive_bayes::Parameter ParameterType;
98 typedef algorithms::multinomial_naive_bayes::training::Result ResultType;
100 ParameterType parameter;
107 Batch(
size_t nClasses) : parameter(nClasses)
118 Batch(
const Batch<algorithmFPType, method> &other) :
119 classifier::training::Batch(other), parameter(other.parameter), input(other.input)
130 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
136 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
142 ResultPtr getResult()
144 return ResultType::cast(_result);
150 services::Status resetResult() DAAL_C11_OVERRIDE
152 _result.reset(
new ResultType());
153 DAAL_CHECK(_result, services::ErrorNullResult);
155 return services::Status();
163 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
165 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
169 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
171 return new Batch<algorithmFPType, method>(*this);
174 services::Status allocateResult() DAAL_C11_OVERRIDE
176 ResultPtr res = getResult();
177 DAAL_CHECK(res, services::ErrorNullResult);
178 services::Status s = res->template allocate<algorithmFPType>(&input, ¶meter, (int)method);
179 _res = _result.get();
185 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
188 _result.reset(
new ResultType());
193 using interface1::BatchContainer;
194 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:163
daal
Definition: algorithm_base_common.h:31
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::parameter
ParameterType parameter
Definition: multinomial_naive_bayes_training_batch.h:100
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_training_batch.h:118
daal::batch
Definition: daal_defines.h:106
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:130
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: multinomial_naive_bayes_training_batch.h:142
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:150
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch
Algorithm class for training the naive Bayes model.
Definition: multinomial_naive_bayes_training_batch.h:91
daal::algorithms::multinomial_naive_bayes::training::interface1::BatchContainer
Class containing methods to compute naive Bayes training results.
Definition: multinomial_naive_bayes_training_batch.h:59
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:136
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::input
InputType input
Definition: multinomial_naive_bayes_training_batch.h:101
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:50
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: multinomial_naive_bayes_training_batch.h:107