49 #ifndef __NAIVE_BAYES_PREDICT_H__
50 #define __NAIVE_BAYES_PREDICT_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_predict_types.h"
56 #include "algorithms/classifier/classifier_predict.h"
62 namespace multinomial_naive_bayes
84 template<
typename algorithmFPType, prediction::Method method, CpuType cpu>
85 class DAAL_EXPORT BatchContainer :
public PredictionContainerIface
93 BatchContainer(daal::services::Environment::env *daalEnv);
101 services::Status compute() DAAL_C11_OVERRIDE;
115 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, prediction::Method method = defaultDense>
116 class Batch :
public classifier::prediction::Batch
125 Batch(
size_t nClasses) : parameter(nClasses)
136 Batch(
const Batch<algorithmFPType, method> &other) :
137 classifier::prediction::Batch(other), parameter(other.parameter), input(other.input)
148 Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
154 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
161 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
163 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
168 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
170 return new Batch<algorithmFPType, method>(*this);
173 services::Status allocateResult() DAAL_C11_OVERRIDE
175 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
176 _res = _result.get();
183 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
189 using interface1::BatchContainer;
190 using interface1::Batch;
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: multinomial_naive_bayes_predict.h:125
daal
Definition: algorithm_base_common.h:57
daal::algorithms::PredictionContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the algor...
Definition: prediction.h:66
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multinomial_naive_bayes_predict.h:161
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch
Predicts the results of the multinomial naive Bayes classification.
Definition: multinomial_naive_bayes_predict.h:116
daal::algorithms::multinomial_naive_bayes::prediction::interface1::BatchContainer
Runs the prediction based on the multinomial naive Bayes model.
Definition: multinomial_naive_bayes_predict.h:85
daal::batch
Definition: daal_defines.h:131
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_predict.h:136
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::getInput
Input * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_predict.h:148
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_predict.h:154
daal::algorithms::classifier::prediction::prediction
Definition: classifier_predict_types.h:102
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::input
Input input
Definition: multinomial_naive_bayes_predict.h:119
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::parameter
Parameter parameter
Definition: multinomial_naive_bayes_predict.h:120