C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Namespaces | Enumerations
daal::algorithms::logistic_regression::prediction Namespace Reference

Contains classes for prediction based on models. More...

Namespaces

 interface1
 Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 
 interface2
 Contains version 2.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 

Enumerations

enum  Method { defaultDense = 0 }
 
enum  ResultToComputeId
 
enum  ResultNumericTableId { probabilities = classifier::prediction::probabilities, logProbabilities = classifier::prediction::logProbabilities }
 

Detailed Description

Contains classes for making prediction based on the classifier model.

Enumeration Type Documentation

enum Method

Available methods for predictions based on the logistic regression model

Enumerator
defaultDense 

Default method

Available identifiers of results obtained in the prediction stage of the classification algorithm

Enumerator
probabilities 

Numeric table of size: n x 1, if nClasses = 2, n x nClasses, if nClasses > 2 containing probabilities of classes computed when computeClassesProbabilities option is enabled. In case nClasses = 2 the table contains probabilities of class _1.

logProbabilities 

Numeric table of size: n x 1, if nClasses = 2, n x nClasses, if nClasses > 2 containing logarithms of classes_ probabilities computed when computeClassesLogProbabilities option is enabled. In case nClasses = 2 the table contains logarithms of class 1 probabilities.

Available identifiers to specify the result to compute

For more complete information about compiler optimizations, see our Optimization Notice.