edu.cmu.minorthird.classify.ranking
Class RankingPerceptron

java.lang.Object
  edu.cmu.minorthird.classify.BatchClassifierLearner
      edu.cmu.minorthird.classify.BatchBinaryClassifierLearner
          edu.cmu.minorthird.classify.ranking.BatchRankingLearner
              edu.cmu.minorthird.classify.ranking.RankingPerceptron

All Implemented Interfaces:

BinaryClassifierLearner, ClassifierLearner, java.lang.Cloneable

public class RankingPerceptron
extends BatchRankingLearner

A ranking method based on a voted perceptron.

Field Summary

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

classifier, dataset

Constructor Summary

RankingPerceptron()

RankingPerceptron(int numEpochs)

Method Summary

Classifier

batchTrain(Dataset data) subclasses should use this method to implement a batch supervised learning algorithm.

Methods inherited from class edu.cmu.minorthird.classify.ranking.BatchRankingLearner

listsWithOneExampleEach, sortByScore, splitIntoRankings

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

batchTrainBinary, getBinaryClassifier, getSchema, setSchema

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

addExample, completeTraining, copy, getClassifier, hasNextQuery, nextQuery, reset, setInstancePool

Methods inherited from class java.lang.Object

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

Methods inherited from interface edu.cmu.minorthird.classify.ClassifierLearner

addExample, completeTraining, copy, getClassifier, hasNextQuery, nextQuery, reset, setInstancePool

Constructor Detail

RankingPerceptron

public RankingPerceptron()

RankingPerceptron

public RankingPerceptron(int numEpochs)

Method Detail

batchTrain

public Classifier batchTrain(Dataset data)

Description copied from class: BatchClassifierLearner

subclasses should use this method to implement a batch supervised learning algorithm.

Specified by:

batchTrain in class BatchClassifierLearner