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
119 typedef classifier::prediction::Batch super;
121 typedef algorithms::multinomial_naive_bayes::prediction::Input InputType;
122 typedef algorithms::multinomial_naive_bayes::Parameter ParameterType;
123 typedef typename super::ResultType ResultType;
126 ParameterType parameter;
131 Batch(
size_t nClasses) : parameter(nClasses)
142 Batch(
const Batch<algorithmFPType, method> &other) :
143 classifier::prediction::Batch(other), parameter(other.parameter), input(other.input)
154 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
160 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
167 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 169 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
174 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
176 return new Batch<algorithmFPType, method>(*this);
179 services::Status allocateResult() DAAL_C11_OVERRIDE
181 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
182 _res = _result.get();
189 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
195 using interface1::BatchContainer;
196 using interface1::Batch;
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: multinomial_naive_bayes_predict.h:131
daal::algorithms::classifier::prediction::interface1::Result
Provides methods to access prediction results obtained with the compute() method of the classifier pr...
Definition: classifier_predict_types.h:190
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:81
daal::algorithms::neural_networks::prediction::prediction
Definition: neural_networks_prediction_result.h:79
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::parameter
ParameterType parameter
Definition: multinomial_naive_bayes_predict.h:126
daal::algorithms::PredictionContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the algor...
Definition: prediction.h:66
daal::algorithms::classifier::prediction::interface1::Batch
Base class for making predictions based on the model of the classification algorithms.
Definition: classifier_predict.h:85
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:132
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multinomial_naive_bayes_predict.h:167
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_predict.h:142
daal::algorithms::multinomial_naive_bayes::interface1::Parameter
Naive Bayes algorithm parameters.
Definition: multinomial_naive_bayes_model.h:84
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_predict.h:160
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::input
InputType input
Definition: multinomial_naive_bayes_predict.h:125
daal::algorithms::multinomial_naive_bayes::prediction::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_predict.h:154