48 #ifndef __LOGIT_BOOST_PREDICT_H__ 49 #define __LOGIT_BOOST_PREDICT_H__ 51 #include "algorithms/algorithm.h" 52 #include "algorithms/boosting/boosting_predict.h" 53 #include "algorithms/boosting/logitboost_model.h" 54 #include "algorithms/boosting/logitboost_predict_types.h" 95 template<
typename algorithmFPType, Method method, CpuType cpu>
96 class DAAL_EXPORT BatchContainer :
public PredictionContainerIface
103 BatchContainer(daal::services::Environment::env *daalEnv);
109 services::Status compute() DAAL_C11_OVERRIDE;
132 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
133 class Batch :
public boosting::prediction::Batch
136 typedef boosting::prediction::Batch super;
138 typedef algorithms::logitboost::prediction::Input InputType;
139 typedef algorithms::logitboost::Parameter ParameterType;
140 typedef typename super::ResultType ResultType;
143 ParameterType parameter;
149 Batch(
size_t nClasses)
152 parameter.nClasses = nClasses;
161 Batch(
const Batch<algorithmFPType, method> &other) : boosting::prediction::Batch(other),
162 input(other.input), parameter(other.parameter)
173 InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
179 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
186 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 188 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
192 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
194 return new Batch<algorithmFPType, method>(*this);
197 services::Status allocateResult() DAAL_C11_OVERRIDE
199 services::Status s = _result->allocate<algorithmFPType>(&input, 0, 0);
200 _res = _result.get();
207 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
213 using interface1::BatchContainer;
214 using interface1::Batch;
daal::algorithms::classifier::prediction::interface1::Result
Provides methods to access prediction results obtained with the compute() method of the classifier pr...
Definition: classifier_predict_types.h:190
daal::algorithms::logitboost::prediction::Method
Method
Definition: logitboost_predict.h:76
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::logitboost::prediction::interface1::Batch::parameter
ParameterType parameter
Definition: logitboost_predict.h:143
daal::algorithms::logitboost::prediction::interface1::Batch::input
InputType input
Definition: logitboost_predict.h:142
daal::algorithms::neural_networks::prediction::prediction
Definition: neural_networks_prediction_result.h:79
daal::algorithms::PredictionContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the algor...
Definition: prediction.h:66
daal::algorithms::classifier::prediction::interface1::Batch
Base class for making predictions based on the model of the classification algorithms.
Definition: classifier_predict.h:85
daal::algorithms::logitboost::prediction::interface1::Batch::Batch
Batch(size_t nClasses)
Definition: logitboost_predict.h:149
daal::batch
Definition: daal_defines.h:132
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::logitboost::interface1::Parameter
LogitBoost algorithm parameters.
Definition: logitboost_model.h:81
daal::algorithms::logitboost::prediction::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: logitboost_predict.h:179
daal::algorithms::logitboost::prediction::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: logitboost_predict.h:186
daal::algorithms::boosting::interface1::Parameter
Base class for parameters of the boosting algorithm
Definition: boosting_model.h:84
daal::algorithms::logitboost::prediction::interface1::BatchContainer
Provides methods to run implementations of the LogitBoost algorithm. This class is associated with da...
Definition: logitboost_predict.h:96
daal::algorithms::logitboost::prediction::interface1::Batch
Predicts LogitBoost classification results.
Definition: logitboost_predict.h:133
daal::algorithms::logitboost::prediction::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: logitboost_predict.h:161
daal::algorithms::logitboost::prediction::interface1::Batch::getInput
InputType * getInput() DAAL_C11_OVERRIDE
Definition: logitboost_predict.h:173
daal::algorithms::logitboost::prediction::defaultDense
Definition: logitboost_predict.h:78
daal::algorithms::classifier::interface1::Parameter::nClasses
size_t nClasses
Definition: classifier_model.h:85
daal::algorithms::boosting::prediction::interface1::Batch
Base class for predicting results of boosting classifiers
Definition: boosting_predict.h:101