25 #ifndef __LOGISTIC_REGRESSION_PREDICT_TYPES_H__
26 #define __LOGISTIC_REGRESSION_PREDICT_TYPES_H__
28 #include "algorithms/algorithm.h"
29 #include "algorithms/logistic_regression/logistic_regression_model.h"
30 #include "algorithms/classifier/classifier_predict_types.h"
36 namespace logistic_regression
62 enum ResultToComputeId
64 computeClassesLabels = classifier::computeClassLabels,
65 computeClassesProbabilities = classifier::computeClassProbabilities,
66 computeClassesLogProbabilities = classifier::computeClassLogProbabilities
73 enum ResultNumericTableId
75 probabilities = classifier::prediction::probabilities,
79 logProbabilities = classifier::prediction::logProbabilities,
83 lastResultNumericTableId = logProbabilities
99 struct DAAL_EXPORT Parameter :
public daal::algorithms::classifier::interface1::Parameter
101 DAAL_DEPRECATED Parameter(
size_t nClasses = 2) : daal::algorithms::classifier::interface1::Parameter(nClasses), resultsToCompute(computeClassesLabels) {}
102 DAAL_DEPRECATED Parameter(
const Parameter& o) : daal::algorithms::classifier::interface1::Parameter(o), resultsToCompute(o.resultsToCompute){}
103 DAAL_UINT64 resultsToCompute;
111 class DAAL_EXPORT Input :
public classifier::prediction::Input
113 typedef classifier::prediction::Input super;
116 Input(
const Input& other) : super(other){}
127 data_management::NumericTablePtr
get(classifier::prediction::NumericTableInputId id)
const;
134 logistic_regression::ModelPtr
get(classifier::prediction::ModelInputId id)
const;
141 void set(classifier::prediction::NumericTableInputId
id,
const data_management::NumericTablePtr &ptr);
148 void set(classifier::prediction::ModelInputId
id,
const logistic_regression::ModelPtr &ptr);
156 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
163 class DAAL_EXPORT Result :
public algorithms::classifier::prediction::interface1::Result
166 DECLARE_SERIALIZABLE_CAST(Result)
167 DAAL_DEPRECATED Result();
174 DAAL_DEPRECATED data_management::NumericTablePtr
get(classifier::prediction::ResultId id)
const;
181 DAAL_DEPRECATED
void set(classifier::prediction::ResultId
id,
const data_management::NumericTablePtr &value);
188 DAAL_DEPRECATED data_management::NumericTablePtr
get(ResultNumericTableId id)
const;
195 DAAL_DEPRECATED
void set(ResultNumericTableId
id,
const data_management::NumericTablePtr &value);
204 template <
typename algorithmFPType>
205 DAAL_EXPORT DAAL_DEPRECATED services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method);
214 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
218 template<
typename Archive,
bool onDeserialize>
219 services::Status serialImpl(Archive *arch)
221 return daal::algorithms::classifier::prediction::interface1::Result::serialImpl<Archive, onDeserialize>(arch);
224 typedef services::SharedPtr<Result> ResultPtr;
225 typedef services::SharedPtr<const Result> ResultConstPtr;
228 using interface1::Input;
229 using classifier::Parameter;
230 using classifier::prediction::Result;
231 using classifier::prediction::ResultPtr;
237 #endif // __LOGISTIC_REGRESSION_PREDICT_TYPES_H__
daal::algorithms::logistic_regression::prediction::probabilities
Definition: logistic_regression_predict_types.h:75
daal::algorithms::classifier::prediction::logProbabilities
Definition: classifier_predict_types.h:80
daal::algorithms::logistic_regression::prediction::interface1::Parameter
Parameters of the prediction algorithm.
Definition: logistic_regression_predict_types.h:99
daal::algorithms::logistic_regression::prediction::ResultToComputeId
ResultToComputeId
Definition: logistic_regression_predict_types.h:62
daal::algorithms::logistic_regression::prediction::defaultDense
Definition: logistic_regression_predict_types.h:55
daal::algorithms::logistic_regression::prediction::ResultNumericTableId
ResultNumericTableId
Definition: logistic_regression_predict_types.h:73
daal::algorithms::classifier::prediction::probabilities
Definition: classifier_predict_types.h:79
daal::algorithms::logistic_regression::prediction::interface1::Input
Input objects in the prediction stage of the LOGISTIC_REGRESSION algorithm.
Definition: logistic_regression_predict_types.h:111
daal::algorithms::neural_networks::prediction::prediction
Definition: neural_networks_prediction_result.h:55
daal::algorithms::classifier::computeClassProbabilities
Definition: classifier_model.h:49
daal::algorithms::classifier::computeClassLogProbabilities
Definition: classifier_model.h:50
daal::algorithms::classifier::prediction::NumericTableInputId
NumericTableInputId
Definition: classifier_predict_types.h:55
daal::algorithms::classifier::prediction::ResultId
ResultId
Definition: classifier_predict_types.h:76
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:168
daal::algorithms::classifier::interface1::Parameter
Base class for the parameters of the classification algorithm.
Definition: classifier_model.h:69
daal::algorithms::classifier::prediction::ModelInputId
ModelInputId
Definition: classifier_predict_types.h:66
daal::algorithms::logistic_regression::prediction::interface1::Parameter::resultsToCompute
DAAL_UINT64 resultsToCompute
Definition: logistic_regression_predict_types.h:103
daal::algorithms::logistic_regression::prediction::interface1::Result
Provides interface for the result of model-based prediction.
Definition: logistic_regression_predict_types.h:163
daal::algorithms::logistic_regression::prediction::Method
Method
Definition: logistic_regression_predict_types.h:53
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::logistic_regression::prediction::logProbabilities
Definition: logistic_regression_predict_types.h:79
daal::algorithms::classifier::computeClassLabels
Definition: classifier_model.h:48