MOA 12.03
Real Time Analytics for Data Streams
moa.classifiers.trees.RandomHoeffdingTree Class Reference

Random decision trees for data streams. More...

Inheritance diagram for moa.classifiers.trees.RandomHoeffdingTree:
Collaboration diagram for moa.classifiers.trees.RandomHoeffdingTree:

List of all members.

Classes

class  LearningNodeNB
class  LearningNodeNBAdaptive
class  RandomLearningNode

Public Member Functions

String getPurposeString ()
 Gets the purpose of this object.
 RandomHoeffdingTree ()
boolean isRandomizable ()
 Gets whether this classifier needs a random seed.

Protected Member Functions

LearningNode newLearningNode (double[] initialClassObservations)

Detailed Description

Random decision trees for data streams.

Author:
Albert Bifet (abifet at cs dot waikato dot ac dot nz)
Version:
Revision:
7

Definition at line 33 of file RandomHoeffdingTree.java.


Constructor & Destructor Documentation

moa.classifiers.trees.RandomHoeffdingTree.RandomHoeffdingTree ( )

Definition at line 148 of file RandomHoeffdingTree.java.


Member Function Documentation

String moa.classifiers.trees.RandomHoeffdingTree.getPurposeString ( )

Gets the purpose of this object.

Returns:
the string with the purpose of this object

Reimplemented from moa.classifiers.trees.HoeffdingTree.

Definition at line 38 of file RandomHoeffdingTree.java.

boolean moa.classifiers.trees.RandomHoeffdingTree.isRandomizable ( )

Gets whether this classifier needs a random seed.

Examples of methods that needs a random seed are bagging and boosting.

Returns:
true if the classifier needs a random seed.

Reimplemented from moa.classifiers.trees.HoeffdingTree.

Definition at line 167 of file RandomHoeffdingTree.java.

LearningNode moa.classifiers.trees.RandomHoeffdingTree.newLearningNode ( double[]  initialClassObservations) [protected]

Reimplemented from moa.classifiers.trees.HoeffdingTree.

Definition at line 153 of file RandomHoeffdingTree.java.

Here is the call graph for this function:


The documentation for this class was generated from the following file:
 All Classes Namespaces Files Functions Variables Enumerations