com.imsl.test.example.datamining

Class NaiveBayesClassifierEx2

java.lang.Object

com.imsl.test.example.datamining.NaiveBayesClassifierEx2

public class NaiveBayesClassifierEx2
extends Object

Trains a classifier on nominal (categorical) attributes.

This example trains a NaiveBayesClassifier on 24 training patterns with four nominal input attributes.

The first nominal attribute has three classifications and the others have two. The target classifications are contact lense prescriptions: hard, soft or neither recommended. These data are benchmark data from the Knowledge Discovery Databases archive maintained at the University of California, Irvine: http://archive.ics.uci.edu/ml/datasets/Lenses.

See Also:

Code, Output

Constructor Summary

Constructors

Constructor and Description
NaiveBayesClassifierEx2()

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)

Methods inherited from class java.lang.Object

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

Constructor Detail

NaiveBayesClassifierEx2

public NaiveBayesClassifierEx2()

Method Detail

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception