48 #ifndef __DECISION_FOREST_REGRESSION_TRAINIG_TYPES_H__
49 #define __DECISION_FOREST_REGRESSION_TRAINIG_TYPES_H__
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/numeric_table.h"
53 #include "data_management/data/data_serialize.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/decision_forest/decision_forest_regression_model.h"
56 #include "algorithms/decision_forest/decision_forest_training_parameter.h"
57 #include "algorithms/regression/regression_training_types.h"
66 namespace decision_forest
96 data = algorithms::regression::training::data,
97 dependentVariable = algorithms::regression::training::dependentVariables,
98 lastInputId = dependentVariable
107 model = algorithms::regression::training::model,
115 enum ResultNumericTableId
117 outOfBagError = lastResultId + 1,
120 lastResultNumericTableId = variableImportance
135 class DAAL_EXPORT Parameter :
public daal::algorithms::Parameter,
public daal::algorithms::decision_forest::training::Parameter
139 services::Status check()
const DAAL_C11_OVERRIDE;
147 class DAAL_EXPORT Input :
public algorithms::regression::training::Input
154 Input(
const Input& other) : algorithms::regression::training::Input(other){}
163 data_management::NumericTablePtr
get(InputId id)
const;
170 void set(InputId
id,
const data_management::NumericTablePtr &value);
178 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
186 class DAAL_EXPORT Result :
public algorithms::regression::training::Result
189 DECLARE_SERIALIZABLE_CAST(Result)
199 template<
typename algorithmFPType>
200 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const Parameter *parameter,
const int method);
207 decision_forest::regression::ModelPtr
get(ResultId id)
const;
214 void set(ResultId
id,
const ModelPtr &value);
221 data_management::NumericTablePtr
get(ResultNumericTableId id)
const;
228 void set(ResultNumericTableId
id,
const data_management::NumericTablePtr &value);
237 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
241 template<
typename Archive,
bool onDeserialize>
242 services::Status serialImpl(Archive *arch)
244 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
247 typedef services::SharedPtr<Result> ResultPtr;
250 using interface1::Parameter;
251 using interface1::Input;
252 using interface1::Result;
253 using interface1::ResultPtr;
daal::algorithms::decision_forest::regression::training::interface1::Result
Provides methods to access the result obtained with the compute() method of decision forest model-bas...
Definition: decision_forest_regression_training_types.h:186
daal
Definition: algorithm_base_common.h:57
daal::algorithms::decision_forest::regression::training::Method
Method
Computation methods for decision forest regression model-based training.
Definition: decision_forest_regression_training_types.h:85
daal::algorithms::decision_forest::regression::training::data
Definition: decision_forest_regression_training_types.h:96
daal::algorithms::decision_forest::regression::training::model
Definition: decision_forest_regression_training_types.h:107
daal::algorithms::decision_forest::regression::training::variableImportance
Definition: decision_forest_regression_training_types.h:118
daal::algorithms::decision_forest::regression::training::InputId
InputId
Available identifiers of input objects for decision forest model-based training.
Definition: decision_forest_regression_training_types.h:94
daal::algorithms::decision_forest::regression::training::ResultNumericTableId
ResultNumericTableId
Available identifiers of the result of decision forest model-based training.
Definition: decision_forest_regression_training_types.h:115
daal::algorithms::decision_forest::regression::training::interface1::Parameter
Parameters for the decision forest algorithm.
Definition: decision_forest_regression_training_types.h:135
daal::algorithms::regression::training::model
Definition: regression_training_types.h:89
daal::algorithms::decision_forest::regression::training::dependentVariable
Definition: decision_forest_regression_training_types.h:97
daal::algorithms::decision_forest::regression::training::outOfBagError
Definition: decision_forest_regression_training_types.h:117
daal::algorithms::decision_forest::regression::training::defaultDense
Definition: decision_forest_regression_training_types.h:87
daal::algorithms::regression::training::dependentVariables
Definition: regression_training_types.h:79
daal::algorithms::regression::training::data
Definition: regression_training_types.h:78
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::decision_forest::regression::training::ResultId
ResultId
Available identifiers of the result of decision forest model-based training.
Definition: decision_forest_regression_training_types.h:105