23 #ifndef __CLASSIFIER_TRAINING_TYPES_H__
24 #define __CLASSIFIER_TRAINING_TYPES_H__
26 #include "algorithms/algorithm.h"
27 #include "algorithms/classifier/classifier_model.h"
73 lastPartialResultId = partialModel
95 class DAAL_EXPORT InputIface :
public daal::algorithms::Input
98 InputIface(
size_t nElements);
99 InputIface(
const InputIface& other) : daal::algorithms::Input(other){}
100 virtual ~InputIface() {}
101 virtual size_t getNumberOfFeatures()
const = 0;
108 class DAAL_EXPORT Input :
public InputIface
111 Input(
size_t nElements = lastInputId + 1);
112 Input(
const Input& other) : InputIface(other){}
116 virtual size_t getNumberOfFeatures()
const DAAL_C11_OVERRIDE;
123 data_management::NumericTablePtr
get(InputId id)
const;
130 void set(InputId
id,
const data_management::NumericTablePtr &value);
137 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
141 services::Status checkImpl(
const daal::algorithms::Parameter *parameter)
const;
149 class DAAL_EXPORT PartialResult :
public daal::algorithms::PartialResult
152 DECLARE_SERIALIZABLE_CAST(PartialResult);
154 virtual ~PartialResult() {}
161 classifier::ModelPtr
get(PartialResultId id)
const;
168 void set(PartialResultId
id,
const daal::algorithms::classifier::ModelPtr &value);
176 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
180 template<
typename Archive,
bool onDeserialize>
181 services::Status serialImpl(Archive *arch)
183 return daal::algorithms::PartialResult::serialImpl<Archive, onDeserialize>(arch);
186 services::Status checkImpl(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter)
const;
188 typedef services::SharedPtr<PartialResult> PartialResultPtr;
196 class DAAL_EXPORT Result :
public daal::algorithms::Result
199 DECLARE_SERIALIZABLE_CAST(Result);
208 daal::algorithms::classifier::ModelPtr
get(ResultId id)
const;
215 void set(ResultId
id,
const daal::algorithms::classifier::ModelPtr &value);
223 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
224 int method)
const DAAL_C11_OVERRIDE;
227 Result(
const size_t n);
228 services::Status checkImpl(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter)
const;
231 template<
typename Archive,
bool onDeserialize>
232 services::Status serialImpl(Archive *arch)
234 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
237 typedef services::SharedPtr<Result> ResultPtr;
240 using interface1::InputIface;
241 using interface1::Input;
242 using interface1::PartialResult;
243 using interface1::PartialResultPtr;
244 using interface1::Result;
245 using interface1::ResultPtr;
daal::algorithms::classifier::training::model
Definition: classifier_training_types.h:82
daal
Definition: algorithm_base_common.h:31
daal::algorithms::classifier::training::InputId
InputId
Definition: classifier_training_types.h:58
daal::algorithms::classifier::training::weights
Definition: classifier_training_types.h:62
daal::algorithms::classifier::training::labels
Definition: classifier_training_types.h:61
daal::algorithms::classifier::training::interface1::PartialResult
Provides methods to access partial results obtained with the compute() method of the classifier train...
Definition: classifier_training_types.h:149
daal::algorithms::classifier::training::data
Definition: classifier_training_types.h:60
daal::algorithms::classifier::training::partialModel
Definition: classifier_training_types.h:72
daal::algorithms::classifier::training::interface1::Result
Provides methods to access final results obtained with the compute() method in the batch processing m...
Definition: classifier_training_types.h:196
daal::algorithms::classifier::training::ResultId
ResultId
Definition: classifier_training_types.h:80
daal::algorithms::math::abs::value
Definition: abs_types.h:86
daal::algorithms::classifier::training::PartialResultId
PartialResultId
Definition: classifier_training_types.h:70