48 #ifndef __DECISION_FOREST_CLASSIFICATION_PREDICT_H__ 49 #define __DECISION_FOREST_CLASSIFICATION_PREDICT_H__ 51 #include "algorithms/algorithm.h" 52 #include "algorithms/classifier/classifier_predict.h" 53 #include "algorithms/decision_forest/decision_forest_classification_model.h" 54 #include "algorithms/decision_forest/decision_forest_classification_predict_types.h" 60 namespace decision_forest
62 namespace classification
97 template<
typename algorithmFPType, Method method, CpuType cpu>
98 class DAAL_EXPORT BatchContainer :
public PredictionContainerIface
105 BatchContainer(daal::services::Environment::env *daalEnv);
112 services::Status compute() DAAL_C11_OVERRIDE;
135 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
136 class Batch :
public classifier::prediction::Batch
139 typedef classifier::prediction::Batch super;
141 typedef algorithms::decision_forest::classification::prediction::Input InputType;
142 typedef typename super::ParameterType ParameterType;
143 typedef typename super::ResultType ResultType;
146 ParameterType parameter;
152 Batch(
size_t nClasses): parameter(nClasses)
163 Batch(
const Batch<algorithmFPType, method> &other) : classifier::prediction::Batch(other),
164 input(other.input), parameter(other.parameter)
175 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
181 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
188 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 190 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
194 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
196 return new Batch<algorithmFPType, method>(*this);
199 services::Status allocateResult() DAAL_C11_OVERRIDE
201 services::Status s = _result->allocate<algorithmFPType>(&input, 0, 0);
202 _res = _result.get();
209 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
215 using interface1::BatchContainer;
216 using interface1::Batch;
daal::algorithms::decision_forest::classification::prediction::interface1::BatchContainer
Provides methods to run implementations of the decision_forest algorithm. This class is associated wi...
Definition: decision_forest_classification_predict.h:98
daal::algorithms::decision_forest::classification::prediction::interface1::Batch::input
InputType input
Definition: decision_forest_classification_predict.h:145
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::algorithms::decision_forest::classification::prediction::Method
Method
Definition: decision_forest_classification_predict.h:78
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::PredictionContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the algor...
Definition: prediction.h:66
daal::algorithms::decision_forest::classification::prediction::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: decision_forest_classification_predict.h:175
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::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::decision_forest::classification::prediction::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: decision_forest_classification_predict.h:152
daal::algorithms::decision_forest::classification::prediction::defaultDense
Definition: decision_forest_classification_predict.h:80
daal::algorithms::decision_forest::classification::prediction::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: decision_forest_classification_predict.h:181
daal::algorithms::decision_forest::classification::prediction::interface1::Batch
Predicts decision_forest classification results.
Definition: decision_forest_classification_predict.h:136
daal::algorithms::decision_forest::classification::prediction::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: decision_forest_classification_predict.h:163
daal::algorithms::decision_forest::classification::prediction::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: decision_forest_classification_predict.h:188
daal::algorithms::decision_forest::classification::prediction::interface1::Batch::parameter
ParameterType parameter
Definition: decision_forest_classification_predict.h:146