24 #ifndef __DECISION_FOREST_CLASSIFICATION_TRAINING_TYPES_H__
25 #define __DECISION_FOREST_CLASSIFICATION_TRAINING_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "algorithms/classifier/classifier_training_types.h"
29 #include "algorithms/decision_forest/decision_forest_classification_model.h"
30 #include "algorithms/decision_forest/decision_forest_training_parameter.h"
36 namespace decision_forest
38 namespace classification
64 enum ResultNumericTableId
66 outOfBagError = classifier::training::model + 1,
70 outOfBagErrorPerObservation,
72 lastResultId = outOfBagErrorPerObservation
81 updatedEngine = lastResultId + 1,
82 lastResultEngineId = updatedEngine
97 struct DAAL_EXPORT Parameter :
public classifier::interface1::Parameter,
public daal::algorithms::decision_forest::training::Parameter
100 DAAL_DEPRECATED Parameter(
size_t nClasses) : classifier::interface1::Parameter(nClasses) {}
101 DAAL_DEPRECATED services::Status check() const DAAL_C11_OVERRIDE;
118 struct DAAL_EXPORT Parameter :
public classifier::Parameter,
public daal::algorithms::decision_forest::training::Parameter
121 Parameter(
size_t nClasses) : classifier::Parameter(nClasses) {}
122 services::Status check() const DAAL_C11_OVERRIDE;
134 class DAAL_EXPORT Result :
public classifier::training::Result
137 DECLARE_SERIALIZABLE_CAST(Result);
147 ModelPtr
get(classifier::training::ResultId id)
const;
154 void set(classifier::training::ResultId
id,
const ModelPtr &value);
161 data_management::NumericTablePtr
get(ResultNumericTableId id)
const;
168 void set(ResultNumericTableId
id,
const data_management::NumericTablePtr &value);
177 template <
typename algorithmFPType>
178 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
187 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
194 engines::EnginePtr
get(ResultEngineId id)
const;
198 template<
typename Archive,
bool onDeserialize>
199 services::Status serialImpl(Archive *arch)
201 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
207 ResultImpl* impl() {
return _impl; }
209 Result(
const Result& other );
214 typedef services::SharedPtr<Result> ResultPtr;
217 using interface2::Parameter;
218 using interface1::Result;
219 using interface1::ResultPtr;
227 #endif // __DECISION_FOREST_CLASSIFICATION_TRAINING_TYPES_H__
daal::algorithms::decision_forest::classification::training::outOfBagErrorPerObservation
Definition: decision_forest_classification_training_types.h:70
daal::algorithms::decision_forest::classification::training::defaultDense
Definition: decision_forest_classification_training_types.h:57
daal::algorithms::decision_forest::classification::training::outOfBagError
Definition: decision_forest_classification_training_types.h:66
daal::algorithms::decision_forest::classification::training::interface2::Parameter::Parameter
Parameter(size_t nClasses)
Definition: decision_forest_classification_training_types.h:121
daal::algorithms::decision_forest::classification::training::ResultEngineId
ResultEngineId
Available identifiers of the result of decision forest model-based training.
Definition: decision_forest_classification_training_types.h:79
daal::algorithms::decision_forest::classification::training::Method
Method
Computation methods for decision forest classification model-based training.
Definition: decision_forest_classification_training_types.h:55
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:64
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:134
daal::algorithms::decision_forest::classification::training::interface2::Parameter
Decision forest algorithm parameters.
Definition: decision_forest_classification_training_types.h:118
daal::algorithms::decision_forest::classification::training::interface1::Parameter::Parameter
DAAL_DEPRECATED Parameter(size_t nClasses)
Definition: decision_forest_classification_training_types.h:100
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:69
daal::algorithms::decision_forest::classification::training::variableImportance
Definition: decision_forest_classification_training_types.h:68
daal::algorithms::classifier::training::model
Definition: classifier_training_types.h:84
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::decision_forest::classification::training::interface1::Parameter
Decision forest algorithm parameters.
Definition: decision_forest_classification_training_types.h:97
daal::algorithms::classifier::training::ResultId
ResultId
Definition: classifier_training_types.h:82
daal::algorithms::decision_forest::classification::training::updatedEngine
Definition: decision_forest_classification_training_types.h:81