48 #ifndef __GBT_CLASSIFICATION_TRAINING_TYPES_H__
49 #define __GBT_CLASSIFICATION_TRAINING_TYPES_H__
51 #include "algorithms/algorithm.h"
52 #include "algorithms/classifier/classifier_training_types.h"
53 #include "algorithms/gradient_boosted_trees/gbt_classification_model.h"
54 #include "algorithms/gradient_boosted_trees/gbt_training_parameter.h"
62 namespace classification
108 struct DAAL_EXPORT Parameter :
public classifier::Parameter,
public daal::algorithms::gbt::training::Parameter
111 Parameter(
size_t nClasses) : classifier::Parameter(nClasses), loss(crossEntropy) {}
112 services::Status check() const DAAL_C11_OVERRIDE;
113 LossFunctionType loss;
123 class DAAL_EXPORT Result : public classifier::training::Result
126 DECLARE_SERIALIZABLE_CAST(Result);
136 ModelPtr
get(classifier::training::ResultId id)
const;
143 void set(classifier::training::ResultId
id,
const ModelPtr &value);
152 template <
typename algorithmFPType>
153 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
162 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
166 template<
typename Archive,
bool onDeserialize>
167 services::Status serialImpl(Archive *arch)
169 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
172 typedef services::SharedPtr<Result> ResultPtr;
175 using interface1::Parameter;
176 using interface1::Result;
177 using interface1::ResultPtr;
185 #endif // __GBT_CLASSIFICATION_TRAINING_TYPES_H__
daal::algorithms::gbt::classification::training::defaultDense
Definition: gbt_classification_training_types.h:83
daal::algorithms::gbt::classification::training::LossFunctionType
LossFunctionType
Loss function type.
Definition: gbt_classification_training_types.h:90
daal
Definition: algorithm_base_common.h:57
daal::algorithms::gbt::classification::training::Method
Method
Computation methods for gradient boosted trees classification model-based training.
Definition: gbt_classification_training_types.h:79
daal::algorithms::gbt::classification::training::xboost
Definition: gbt_classification_training_types.h:81
daal::algorithms::gbt::classification::training::interface1::Parameter::Parameter
Parameter(size_t nClasses)
Definition: gbt_classification_training_types.h:111
daal::algorithms::gbt::classification::training::interface1::Parameter
Gradient Boosted Trees algorithm parameters.
Definition: gbt_classification_training_types.h:108
daal::algorithms::classifier::training::ResultId
ResultId
Definition: classifier_training_types.h:106
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::gbt::classification::training::interface1::Result
Provides methods to access the result obtained with the compute() method of model-based training...
Definition: gbt_classification_training_types.h:123