edu.cmu.minorthird.classify
Class StackedClassifierTeacher

java.lang.Object
  edu.cmu.minorthird.classify.ClassifierTeacher
      edu.cmu.minorthird.classify.StackedClassifierTeacher

Direct Known Subclasses:

StackedDatasetClassifierTeacher

public abstract class StackedClassifierTeacher
extends ClassifierTeacher

Implements the teacher's side of the learner-teacher protocol for SGM.

Author:

Zhenzhen Kou

Constructor Summary

StackedClassifierTeacher()

Method Summary

protected abstract java.util.Map<java.lang.String,java.util.Set<java.lang.String>>	getAggregators() The Aggregators for stacked graphical learning
protected abstract java.util.Map<java.lang.String,java.util.Map<java.lang.String,java.util.Set<java.lang.String>>>	getLinksMap() The linkMaps for stacked graphical learning
Classifier	trainStacked(StackedBatchClassifierLearner learner) Train a StackedGraphicalLearner and return the learned Classifier, using some unspecified source of information to get labels.

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

examplePool, hasAnswers, instancePool, labelInstance, schema, train

Methods inherited from class java.lang.Object

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

Constructor Detail

StackedClassifierTeacher

public StackedClassifierTeacher()

Method Detail

trainStacked

public final Classifier trainStacked(StackedBatchClassifierLearner learner)

Train a StackedGraphicalLearner and return the learned Classifier, using some unspecified source of information to get labels.

getLinksMap

protected abstract java.util.Map<java.lang.String,java.util.Map<java.lang.String,java.util.Set<java.lang.String>>> getLinksMap()

The linkMaps for stacked graphical learning

getAggregators

protected abstract java.util.Map<java.lang.String,java.util.Set<java.lang.String>> getAggregators()

The Aggregators for stacked graphical learning