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F

FileUtil - Class in org.riversun.rfcode

FileUtil() - Constructor for class org.riversun.rfcode.FileUtil

G

generate() - Method in class org.riversun.rfcode.RandomForestCodeGen

Generate source code

generateFile(File) - Method in class org.riversun.rfcode.RandomForestCodeGen

getNumLeafs() - Method in class org.riversun.rfcode._RandomForest.Prediction

The total number of votes

L

label - Variable in class org.riversun.rfcode._RandomForest.Prediction

The class label of the prediction, e.g.

M

main(String[]) - Static method in class org.riversun.rfcode.RandomForestCodeGen

MyClass - Variable in class org.riversun.rfcode._RandomForest

N

numNeg - Variable in class org.riversun.rfcode._RandomForest.Prediction

The number of votes for OTHER labels

numPos - Variable in class org.riversun.rfcode._RandomForest.Prediction

The number of votes FOR this label

O

org.riversun.rfcode - package org.riversun.rfcode

P

p - Variable in class org.riversun.rfcode._RandomForest.Prediction

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

Prediction(String, double, double) - Constructor for class org.riversun.rfcode._RandomForest.Prediction

Creates a new instance of a Prediction object

R

RandomForestCodeGen - Class in org.riversun.rfcode

Tool to generate source code from tree model information of randomforest

RandomForestCodeGen(RandomForestCodeGen.Builder) - Constructor for class org.riversun.rfcode.RandomForestCodeGen

runClassification() - Method in class org.riversun.rfcode._RandomForest

Runs the classification.

runClassifiers(List<_RandomForest.Prediction>) - Method in class org.riversun.rfcode._RandomForest

Tells the implementing class to run the classification

T

toString() - Method in class org.riversun.rfcode._RandomForest.Prediction

total - Variable in class org.riversun.rfcode._RandomForest.Prediction

The total number of votes

U

use_votes - Variable in class org.riversun.rfcode._RandomForest

Flag that decides the voting strategy: when false, the class is decided by a simple majority vote; when true, the decision takes the number of positive leafs returned by each tree into account.

_

_RandomForest - Class in org.riversun.rfcode

This class implements the basic structure of the Random Forests.

_RandomForest() - Constructor for class org.riversun.rfcode._RandomForest

_RandomForest.Prediction - Class in org.riversun.rfcode

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

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