Python* API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Public Member Functions | Static Public Attributes | List of all members
Parameter Class Reference

Decision tree algorithm parameters. More...

Public Member Functions

def __init__
 
def check
 
- Public Member Functions inherited from Parameter
def __init__
 
def check
 
- Public Member Functions inherited from Parameter
def __init__
 
def check
 

Static Public Attributes

 splitCriterion = ...
 
 pruning = ...
 
 maxTreeDepth = ...
 
 minObservationsInLeafNodes = ...
 
- Static Public Attributes inherited from Parameter
 nClasses = ...
 

Detailed Description

Deprecated:
This item will be removed in a future release.

Constructor & Destructor Documentation

def __init__ (   self,
  nClasses = 2 
)

Main constructor

Parameters
nClassesNumber of classes

Member Function Documentation

def check (   self)

Checks a parameter of the Decision tree algorithm

Member Data Documentation

maxTreeDepth = ...
static

Maximum tree depth. 0 means unlimited depth.

minObservationsInLeafNodes = ...
static

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

pruning = ...
static

Pruning method for Decision tree

splitCriterion = ...
static

Split criterion for Decision tree classification


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

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