24 #ifndef __DECISION_FOREST_CLASSIFICATION_TRAINING_BATCH_H__
25 #define __DECISION_FOREST_CLASSIFICATION_TRAINING_BATCH_H__
27 #include "algorithms/classifier/classifier_training_batch.h"
28 #include "algorithms/decision_forest/decision_forest_classification_training_types.h"
34 namespace decision_forest
36 namespace classification
55 template<
typename algorithmFPType, Method method, CpuType cpu>
56 class BatchContainer :
public TrainingContainerIface<batch>
64 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
66 DAAL_DEPRECATED~BatchContainer();
71 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
72 DAAL_DEPRECATED services::Status setupCompute() DAAL_C11_OVERRIDE;
92 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
93 class DAAL_EXPORT Batch :
public classifier::training::interface1::Batch
96 typedef classifier::training::interface1::Batch super;
98 typedef typename super::InputType InputType;
99 typedef algorithms::decision_forest::classification::training::interface1::Parameter ParameterType;
100 typedef algorithms::decision_forest::classification::training::Result ResultType;
102 ParameterType parameter;
109 DAAL_DEPRECATED Batch(
size_t nClasses) : parameter(nClasses)
112 parameter.minObservationsInLeafNode = 1;
121 DAAL_DEPRECATED Batch(
const Batch<algorithmFPType, method> &other) : classifier::training::interface1::Batch(other),
122 parameter(other.parameter), input(other.input)
127 DAAL_DEPRECATED_VIRTUAL
virtual ~Batch() {}
133 DAAL_DEPRECATED InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
139 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
145 DAAL_DEPRECATED ResultPtr getResult()
147 return ResultType::cast(_result);
153 DAAL_DEPRECATED services::Status resetResult() DAAL_C11_OVERRIDE
155 _result.reset(
new ResultType());
156 DAAL_CHECK(_result, services::ErrorNullResult);
158 return services::Status();
166 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
168 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
171 DAAL_DEPRECATED_VIRTUAL
virtual services::Status checkComputeParams() DAAL_C11_OVERRIDE;
174 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
176 return new Batch<algorithmFPType, method>(*this);
179 services::Status allocateResult() DAAL_C11_OVERRIDE
181 ResultPtr res = getResult();
182 DAAL_CHECK(res, services::ErrorNullResult);
183 services::Status s = res->template allocate<algorithmFPType>(&input, _par, method);
184 _res = _result.get();
190 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
193 _result.reset(
new ResultType());
214 template<
typename algorithmFPType, Method method, CpuType cpu>
215 class BatchContainer :
public TrainingContainerIface<batch>
223 BatchContainer(daal::services::Environment::env *daalEnv);
230 services::Status compute() DAAL_C11_OVERRIDE;
231 services::Status setupCompute() DAAL_C11_OVERRIDE;
251 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
252 class DAAL_EXPORT Batch :
public classifier::training::Batch
255 typedef classifier::training::Batch super;
257 typedef typename super::InputType InputType;
258 typedef algorithms::decision_forest::classification::training::Parameter ParameterType;
259 typedef algorithms::decision_forest::classification::training::Result ResultType;
261 ParameterType parameter;
268 Batch(
size_t nClasses) : parameter(nClasses)
271 parameter.minObservationsInLeafNode = 1;
280 Batch(
const Batch<algorithmFPType, method> &other) : classifier::training::Batch(other),
281 parameter(other.parameter), input(other.input)
292 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
298 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
304 ResultPtr getResult()
306 return ResultType::cast(_result);
312 services::Status resetResult() DAAL_C11_OVERRIDE
314 _result.reset(
new ResultType());
315 DAAL_CHECK(_result, services::ErrorNullResult);
317 return services::Status();
325 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
327 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
330 virtual services::Status checkComputeParams() DAAL_C11_OVERRIDE;
333 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
335 return new Batch<algorithmFPType, method>(*this);
338 services::Status allocateResult() DAAL_C11_OVERRIDE
340 ResultPtr res = getResult();
341 DAAL_CHECK(res, services::ErrorNullResult);
342 services::Status s = res->template allocate<algorithmFPType>(&input, _par, method);
343 _res = _result.get();
349 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
352 _result.reset(
new ResultType());
357 using interface2::BatchContainer;
358 using interface2::Batch;
365 #endif // __LOGIT_BOOST_TRAINING_BATCH_H__
daal::algorithms::decision_forest::classification::training::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
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:198
daal::algorithms::decision_forest::classification::training::interface2::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::batch
Definition: daal_defines.h:112
daal::algorithms::decision_forest::classification::training::interface2::Batch
Trains model of the Decision forest algorithms in the batch processing mode.
Definition: decision_forest_classification_training_batch.h:252
daal::algorithms::decision_forest::classification::training::interface2::BatchContainer
Provides methods to run implementations of Decision forest model-based training. This class is associ...
Definition: decision_forest_classification_training_batch.h:215
daal::algorithms::classifier::training::interface1::Batch
Algorithm class for training the classifier model.
Definition: classifier_training_batch.h:58
daal::algorithms::decision_forest::classification::training::interface2::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::decision_forest::classification::training::interface1::Batch::input
InputType input
Definition: decision_forest_classification_training_batch.h:103
daal::algorithms::decision_forest::classification::training::interface2::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: decision_forest_classification_training_batch.h:280
daal::algorithms::decision_forest::classification::training::interface2::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: decision_forest_classification_training_batch.h:325
daal::algorithms::decision_forest::classification::training::interface2::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: decision_forest_classification_training_batch.h:298
daal::algorithms::decision_forest::classification::training::interface2::Batch::resetResult
services::Status resetResult() DAAL_C11_OVERRIDE
Definition: decision_forest_classification_training_batch.h:312
daal::algorithms::decision_forest::classification::training::interface1::Batch
Trains model of the Decision forest algorithms in the batch processing mode.
Definition: decision_forest_classification_training_batch.h:93
daal::algorithms::decision_forest::classification::training::interface2::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: decision_forest_classification_training_batch.h:292
daal::algorithms::decision_forest::classification::training::interface2::Batch::input
InputType input
Definition: decision_forest_classification_training_batch.h:262
daal::algorithms::decision_forest::classification::training::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: decision_forest_classification_training_batch.h:166
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::decision_forest::classification::training::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: decision_forest_classification_training_batch.h:139
daal::algorithms::decision_forest::classification::training::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::decision_forest::classification::training::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:69
daal::algorithms::classifier::training::interface1::Input
Base class for the input objects in the training stage of the classification algorithms.
Definition: classifier_training_types.h:110
daal::algorithms::decision_forest::classification::training::interface1::Batch::parameter
ParameterType parameter
Definition: decision_forest_classification_training_batch.h:102
daal::algorithms::decision_forest::classification::training::interface2::Batch::parameter
ParameterType parameter
Definition: decision_forest_classification_training_batch.h:261
daal::algorithms::decision_forest::classification::training::interface1::Batch::getInput
DAAL_DEPRECATED InputType * getInput() DAAL_C11_OVERRIDE
Definition: decision_forest_classification_training_batch.h:133
daal::algorithms::decision_forest::classification::training::interface1::Batch::getResult
DAAL_DEPRECATED ResultPtr getResult()
Definition: decision_forest_classification_training_batch.h:145
daal::algorithms::decision_forest::classification::training::interface2::Batch::getResult
ResultPtr getResult()
Definition: decision_forest_classification_training_batch.h:304
daal::algorithms::decision_forest::classification::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t nClasses)
Definition: decision_forest_classification_training_batch.h:109
daal::algorithms::decision_forest::classification::training::interface1::Parameter
Decision forest algorithm parameters.
Definition: decision_forest_classification_training_types.h:97
daal::algorithms::decision_forest::classification::training::interface1::BatchContainer
Provides methods to run implementations of Decision forest model-based training. This class is associ...
Definition: decision_forest_classification_training_batch.h:56
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:52
daal::algorithms::decision_forest::classification::training::interface2::Batch::Batch
Batch(size_t nClasses)
Definition: decision_forest_classification_training_batch.h:268
daal::algorithms::decision_forest::classification::training::interface1::Batch::resetResult
DAAL_DEPRECATED services::Status resetResult() DAAL_C11_OVERRIDE
Definition: decision_forest_classification_training_batch.h:153
daal::algorithms::decision_forest::classification::training::interface1::Batch::Batch
DAAL_DEPRECATED Batch(const Batch< algorithmFPType, method > &other)
Definition: decision_forest_classification_training_batch.h:121
daal::algorithms::decision_forest::classification::training::interface2::BatchContainer::~BatchContainer
~BatchContainer()