C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

List of all members

Decision tree algorithm parameters. More...

Class Declaration

{
Parameter(size_t nClasses = 2) : daal::algorithms::classifier::Parameter(nClasses),
services::Status check() const DAAL_C11_OVERRIDE;
size_t maxTreeDepth;
};

Constructor & Destructor Documentation

◆ Parameter()

Parameter ( size_t  nClasses = 2)
inline

Main constructor

Parameters
[in]nClassesNumber of classes

Member Function Documentation

◆ check()

services::Status check ( ) const
virtual

Checks a parameter of the Decision tree algorithm

Reimplemented from Parameter.

Member Data Documentation

◆ maxTreeDepth

size_t maxTreeDepth

Maximum tree depth. 0 means unlimited depth.

◆ minObservationsInLeafNodes

size_t minObservationsInLeafNodes

Minimum number of observations in the leaf node. Can be any positive number.

◆ pruning

Pruning pruning

Pruning method for Decision tree

◆ splitCriterion

SplitCriterion splitCriterion

Split criterion for Decision tree classification


The documentation for this struct was generated from the following file:

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