48 #ifndef __DECISION_FOREST_CLASSIFICATION_TRAINING_TYPES_H__
49 #define __DECISION_FOREST_CLASSIFICATION_TRAINING_TYPES_H__
51 #include "algorithms/algorithm.h"
52 #include "algorithms/classifier/classifier_training_types.h"
53 #include "algorithms/decision_forest/decision_forest_classification_model.h"
54 #include "algorithms/decision_forest/decision_forest_training_parameter.h"
60 namespace decision_forest
62 namespace classification
88 enum ResultNumericTableId
90 outOfBagError = classifier::training::model + 1,
93 lastResultId = variableImportance
108 struct DAAL_EXPORT Parameter :
public classifier::Parameter,
public daal::algorithms::decision_forest::training::Parameter
111 Parameter(
size_t nClasses) : classifier::Parameter(nClasses) {}
112 services::Status check() const DAAL_C11_OVERRIDE;
122 class DAAL_EXPORT Result : public classifier::training::Result
125 DECLARE_SERIALIZABLE_CAST(Result);
135 ModelPtr
get(classifier::training::ResultId id)
const;
142 void set(classifier::training::ResultId
id,
const ModelPtr &value);
149 data_management::NumericTablePtr
get(ResultNumericTableId id)
const;
156 void set(ResultNumericTableId
id,
const data_management::NumericTablePtr &value);
165 template <
typename algorithmFPType>
166 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
175 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
179 template<
typename Archive,
bool onDeserialize>
180 services::Status serialImpl(Archive *arch)
182 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
185 typedef services::SharedPtr<Result> ResultPtr;
188 using interface1::Parameter;
189 using interface1::Result;
190 using interface1::ResultPtr;
198 #endif // __DECISION_FOREST_CLASSIFICATION_TRAINING_TYPES_H__
daal::algorithms::decision_forest::classification::training::Method
Method
Computation methods for decision forest classification model-based training.
Definition: decision_forest_classification_training_types.h:79
daal::algorithms::decision_forest::classification::training::interface1::Result
Provides methods to access final results obtained with the compute() method of the LogitBoost trainin...
Definition: decision_forest_classification_training_types.h:122
daal::algorithms::classifier::training::model
Definition: classifier_training_types.h:108
daal
Definition: algorithm_base_common.h:57
daal::algorithms::decision_forest::classification::training::outOfBagError
Definition: decision_forest_classification_training_types.h:90
daal::algorithms::decision_forest::classification::training::interface1::Parameter
Decision forest algorithm parameters.
Definition: decision_forest_classification_training_types.h:108
daal::algorithms::decision_forest::classification::training::variableImportance
Definition: decision_forest_classification_training_types.h:91
daal::algorithms::decision_forest::classification::training::defaultDense
Definition: decision_forest_classification_training_types.h:81
daal::algorithms::decision_forest::classification::training::ResultNumericTableId
ResultNumericTableId
Available identifiers of the result of decision forest model-based training.
Definition: decision_forest_classification_training_types.h:88
daal::algorithms::decision_forest::classification::training::interface1::Parameter::Parameter
Parameter(size_t nClasses)
Definition: decision_forest_classification_training_types.h:111
daal::algorithms::classifier::training::ResultId
ResultId
Definition: classifier_training_types.h:106
daal::algorithms::math::abs::value
Definition: abs_types.h:112