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

List of all members
Parameter Struct Reference

Decision tree algorithm parameters. More...

Class Declaration

Deprecated:
This item will be removed in a future release.
struct DAAL_EXPORT Parameter : public daal::algorithms::classifier::Parameter
{
Parameter(size_t nClasses = 2) : daal::algorithms::classifier::Parameter(nClasses),
nBins(1),
services::Status check() const DAAL_C11_OVERRIDE;
size_t maxTreeDepth;
size_t nBins;
};

Constructor & Destructor Documentation

DAAL_DEPRECATED Parameter ( size_t  nClasses = 2)
inline

Main constructor

Parameters
[in]nClassesNumber of classes

Member Function Documentation

DAAL_DEPRECATED services::Status check ( ) const

Checks a parameter of the Decision tree algorithm

Member Data Documentation

size_t maxTreeDepth

Maximum tree depth. 0 means unlimited depth.

size_t minObservationsInLeafNodes

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

Pruning pruning

Pruning method for Decision tree

SplitCriterion splitCriterion

Split criterion for Decision tree classification


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

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