aima.core.learning.learners

Class StumpLearner

java.lang.Object

aima.core.learning.learners.DecisionTreeLearner

aima.core.learning.learners.StumpLearner

All Implemented Interfaces:

Learner

public class StumpLearner
extends DecisionTreeLearner

Author:

Ravi Mohan

Constructor Summary

Constructors

Constructor and Description
StumpLearner(DecisionTree sl, java.lang.String unable_to_classify)

Method Summary

Modifier and Type	Method and Description
void	train(DataSet ds) Induces the decision tree from the specified set of examples

Methods inherited from class aima.core.learning.learners.DecisionTreeLearner

getDecisionTree, predict, test

Methods inherited from class java.lang.Object

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

Constructor Detail

StumpLearner

public StumpLearner(DecisionTree sl,
                    java.lang.String unable_to_classify)

Method Detail

train

public void train(DataSet ds)

Description copied from class: DecisionTreeLearner

Induces the decision tree from the specified set of examples

Specified by:

train in interface Learner

Overrides:

train in class DecisionTreeLearner

Parameters:

ds - a set of examples for constructing the decision tree