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
120 typedef classifier::training::Batch super;
122 typedef typename super::InputType InputType;
123 typedef algorithms::multinomial_naive_bayes::Parameter ParameterType;
124 typedef algorithms::multinomial_naive_bayes::training::Result ResultType;
126 ParameterType parameter;
133 Batch(
size_t nClasses) : parameter(nClasses)
144 Batch(
const Batch<algorithmFPType, method> &other) :
145 classifier::training::Batch(other), parameter(other.parameter), input(other.input)
156 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
162 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
168 ResultPtr getResult()
170 return ResultType::cast(_result);
176 services::Status resetResult() DAAL_C11_OVERRIDE
178 _result.reset(
new ResultType());
179 DAAL_CHECK(_result, services::ErrorNullResult);
181 return services::Status();
189 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 191 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
195 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
197 return new Batch<algorithmFPType, method>(*this);
200 services::Status allocateResult() DAAL_C11_OVERRIDE
202 ResultPtr res = getResult();
203 DAAL_CHECK(res, services::ErrorNullResult);
204 services::Status s = res->template allocate<algorithmFPType>(&input, ¶meter, (int)method);
205 _res = _result.get();
211 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
214 _result.reset(
new ResultType());
219 using interface1::BatchContainer;
220 using interface1::Batch;
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::multinomial_naive_bayes::training::interface1::Batch::parameter
ParameterType parameter
Definition: multinomial_naive_bayes_training_batch.h:126
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: multinomial_naive_bayes_training_batch.h:144
daal::batch
Definition: daal_defines.h:132
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:156
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::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: multinomial_naive_bayes_training_batch.h:168
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:176
daal::algorithms::classifier::training::interface1::Batch
Algorithm class for training the classifier model.
Definition: classifier_training_batch.h:82
daal::algorithms::multinomial_naive_bayes::interface1::Parameter
Naive Bayes algorithm parameters.
Definition: multinomial_naive_bayes_model.h:84
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::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:222
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::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: multinomial_naive_bayes_training_batch.h:162
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: multinomial_naive_bayes_training_batch.h:189
daal::algorithms::multinomial_naive_bayes::training::interface1::Batch::input
InputType input
Definition: multinomial_naive_bayes_training_batch.h:127
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:133