48 #ifndef __DECISION_TREE_CLASSIFICATION_PREDICT_H__ 49 #define __DECISION_TREE_CLASSIFICATION_PREDICT_H__ 51 #include "algorithms/algorithm.h" 52 #include "algorithms/decision_tree/decision_tree_classification_predict_types.h" 53 #include "algorithms/decision_tree/decision_tree_classification_model.h" 54 #include "algorithms/classifier/classifier_predict.h" 55 #include "data_management/data/homogen_numeric_table.h" 61 namespace decision_tree
63 namespace classification
79 template<
typename algorithmFPType, Method method, CpuType cpu>
80 class DAAL_EXPORT BatchContainer :
public PredictionContainerIface
87 BatchContainer(daal::services::Environment::env *daalEnv);
94 services::Status compute() DAAL_C11_OVERRIDE;
113 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
114 class Batch :
public classifier::prediction::Batch
117 typedef classifier::prediction::Batch super;
119 typedef algorithms::decision_tree::classification::prediction::Input InputType;
120 typedef algorithms::decision_tree::classification::Parameter ParameterType;
121 typedef typename super::ResultType ResultType;
124 ParameterType parameter;
127 Batch() : classifier::prediction::Batch(), input(), parameter()
138 Batch(
const Batch<algorithmFPType, method> & other) : classifier::prediction::Batch(other), input(other.input), parameter(other.parameter)
147 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
153 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
160 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 162 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
166 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
168 return new Batch<algorithmFPType, method>(*this);
171 services::Status allocateResult() DAAL_C11_OVERRIDE
173 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int)method);
174 _res = _result.get();
181 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
189 using interface1::BatchContainer;
190 using interface1::Batch;
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::PredictionContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the algor...
Definition: prediction.h:66
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::input
InputType input
Definition: decision_tree_classification_predict.h:123
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: decision_tree_classification_predict.h:147
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_tree::classification::prediction::interface1::Batch
Provides methods to run implementations of the Decision tree model-based prediction.
Definition: decision_tree_classification_predict.h:114
daal::algorithms::decision_tree::classification::interface1::Parameter
Decision tree algorithm parameters.
Definition: decision_tree_classification_model.h:107
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: decision_tree_classification_predict.h:153
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: decision_tree_classification_predict.h:138
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::Batch
Batch()
Definition: decision_tree_classification_predict.h:127
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::parameter
ParameterType parameter
Definition: decision_tree_classification_predict.h:124
daal::algorithms::decision_tree::classification::prediction::interface1::BatchContainer
Class containing computation methods for Decision tree model-based prediction.
Definition: decision_tree_classification_predict.h:80
daal::algorithms::decision_tree::classification::prediction::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: decision_tree_classification_predict.h:160