keel.Algorithms.Rule_Learning.SRI

Class InduceOneRule

java.lang.Object

keel.Algorithms.Rule_Learning.SRI.InduceOneRule

public class InduceOneRule
extends java.lang.Object

Title: Induce One Rule

Description: This class finds the best rule posible for an example of the given dataset.

Company: KEEL

Version:

1.0

Author:

Ismael Duque García

Constructor Summary

Constructors

Constructor and Description
InduceOneRule()

Method Summary

Modifier and Type	Method and Description
static Regla	induce_One_Rule(Instances instances, int clases, int w, int min_positives, int min_negatives) Returns the best rule posible for an example of the given dataset.

Methods inherited from class java.lang.Object

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

Constructor Detail

InduceOneRule

public InduceOneRule()

Method Detail

induce_One_Rule

public static Regla induce_One_Rule(Instances instances,
                                    int clases,
                                    int w,
                                    int min_positives,
                                    int min_negatives)

Returns the best rule posible for an example of the given dataset.

Parameters:

instances - given training dataset

clases - number of classes.

w - rules reduction parameter.

min_positives - minimum number of positives.

min_negatives - minimum number of negatives.

Returns:

the best rule posible for an example of the given dataset.