edu.cmu.minorthird.classify.algorithms.trees
Class RandomForests.VotingClassifier

java.lang.Object
  edu.cmu.minorthird.classify.BinaryClassifier
      edu.cmu.minorthird.classify.algorithms.trees.RandomForests.VotingClassifier

All Implemented Interfaces:

Classifier, Visible, java.io.Serializable

Enclosing class:

RandomForests

public static class RandomForests.VotingClassifier
extends BinaryClassifier
implements java.io.Serializable, Visible

A set of RandomTree Classifiers FIXME!! All of this stuff is copied directly for AdaBoost with (very) minor modifications

See Also:

Serialized Form

Field Summary

Fields inherited from class edu.cmu.minorthird.classify.BinaryClassifier

classifierLearner

Constructor Summary

RandomForests.VotingClassifier(java.util.List<BinaryClassifier> classifiers)

Method Summary

java.lang.String	explain(Instance instance) Return some string that 'explains' the classification
java.util.List<BinaryClassifier>	getClassifiers()
Explanation	getExplanation(Instance instance) Return an Explanation for the classification
double	score(Instance instance) Get the weight for an instance being in the positive class.
Viewer	toGUI() Create a view of this object
java.lang.String	toString()

Methods inherited from class edu.cmu.minorthird.classify.BinaryClassifier

classification, getClassifierLearner, setClassifierLearner

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

RandomForests.VotingClassifier

public RandomForests.VotingClassifier(java.util.List<BinaryClassifier> classifiers)

Method Detail

getClassifiers

public java.util.List<BinaryClassifier> getClassifiers()

score

public double score(Instance instance)

Description copied from class: BinaryClassifier

Get the weight for an instance being in the positive class.

Specified by:

score in class BinaryClassifier

explain

public java.lang.String explain(Instance instance)

Description copied from interface: Classifier

Return some string that 'explains' the classification

Specified by:

explain in interface Classifier

getExplanation

public Explanation getExplanation(Instance instance)

Description copied from interface: Classifier

Return an Explanation for the classification

Specified by:

getExplanation in interface Classifier

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

toGUI

public Viewer toGUI()

Description copied from interface: Visible

Create a view of this object

Specified by:

toGUI in interface Visible