edu.cmu.minorthird.classify
Class BatchBinaryClassifierLearner

java.lang.Object
  edu.cmu.minorthird.classify.BatchClassifierLearner
      edu.cmu.minorthird.classify.BatchBinaryClassifierLearner

All Implemented Interfaces:

BinaryClassifierLearner, ClassifierLearner, java.lang.Cloneable

Direct Known Subclasses:

AdaBoost, BatchRankingLearner, DecisionTreeLearner, NegativeBinomialLearner, PoissonLearner, RandomForests, RandomTreeLearner, TweakedLearner

public abstract class BatchBinaryClassifierLearner
extends BatchClassifierLearner
implements BinaryClassifierLearner

Simple abstract class, getBinaryClassifier() method for a BinaryClassifierLearner, and also a batchTrainBinary() method.

Author:

William Cohen

Field Summary

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

classifier, dataset

Constructor Summary

BatchBinaryClassifierLearner()

Method Summary

BinaryClassifier	batchTrainBinary(Dataset dataset) Train a binary classifier.
BinaryClassifier	getBinaryClassifier() Get the last-trained a binary classifier.
ExampleSchema	getSchema() Returns the ExampleSchema - constraints on what the Examples will be.
void	setSchema(ExampleSchema schema) Accept an ExampleSchema - constraints on what the Examples will be.

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

addExample, batchTrain, 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

BatchBinaryClassifierLearner

public BatchBinaryClassifierLearner()

Method Detail

setSchema

public final void setSchema(ExampleSchema schema)

Description copied from interface: ClassifierLearner

Accept an ExampleSchema - constraints on what the Examples will be.

Specified by:

setSchema in interface ClassifierLearner

getSchema

public final ExampleSchema getSchema()

Description copied from interface: ClassifierLearner

Returns the ExampleSchema - constraints on what the Examples will be.

Specified by:

getSchema in interface ClassifierLearner

batchTrainBinary

public final BinaryClassifier batchTrainBinary(Dataset dataset)

Train a binary classifier.

getBinaryClassifier

public final BinaryClassifier getBinaryClassifier()

Get the last-trained a binary classifier.

Specified by:

getBinaryClassifier in interface BinaryClassifierLearner