edu.cmu.minorthird.classify.algorithms.linear
Class NegativeBinomialLearner

java.lang.Object
  edu.cmu.minorthird.classify.BatchClassifierLearner
      edu.cmu.minorthird.classify.BatchBinaryClassifierLearner
          edu.cmu.minorthird.classify.algorithms.linear.NegativeBinomialLearner

All Implemented Interfaces:

BinaryClassifierLearner, ClassifierLearner, java.lang.Cloneable

public class NegativeBinomialLearner
extends BatchBinaryClassifierLearner

Naive Bayes Negative-Binomial Classifier Learner.

Author:

Edoardo Airoldi Date: Jul 12, 2004

Field Summary

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

classifier, dataset

Constructor Summary

NegativeBinomialLearner()

NegativeBinomialLearner(double scale)

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.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

NegativeBinomialLearner

public NegativeBinomialLearner()

NegativeBinomialLearner

public NegativeBinomialLearner(double scale)

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