Package org.riversun.rfcode

Class _RandomForest.Prediction

java.lang.Object

org.riversun.rfcode._RandomForest.Prediction

Enclosing class:

_RandomForest

public static class _RandomForest.Prediction
extends Object

This class encapsulates the prediction returned by the Random Forest classifier Modified: author Tom Misawa(riversun.org@gmail.com) version July 10, 2019 Original: author Martin Pielot version June 30, 2015

Field Summary

Fields

Modifier and Type	Field	Description
String	label	The class label of the prediction, e.g.
int	numNeg	The number of votes for OTHER labels
int	numPos	The number of votes FOR this label
double	p	Probability - how certain the classifier is that the prediction is correct
int	total	The total number of votes

Constructor Summary

Constructors

Constructor	Description
Prediction(String label, double numPositive, double numNegative)	Creates a new instance of a Prediction object

Method Summary

Modifier and Type	Method	Description
int	getNumLeafs()	The total number of votes
String	toString()

Methods inherited from class java.lang.Object

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

Field Detail

label

public String label

The class label of the prediction, e.g. 'picked'

numPos

public int numPos

The number of votes FOR this label

numNeg

public int numNeg

The number of votes for OTHER labels

total

public int total

The total number of votes

p

public double p

Probability - how certain the classifier is that the prediction is correct

Constructor Detail

Prediction

public Prediction(String label,
                  double numPositive,
                  double numNegative)

Creates a new instance of a Prediction object

Parameters:

label - The class label of the prediction, e.g. 'picked'

numPositive - The number of votes FOR this label

numNegative - The number of votes for OTHER labels

Method Detail

getNumLeafs

public int getNumLeafs()

The total number of votes

toString

public String toString()

Overrides:

toString in class Object