keel.Algorithms.Preprocess.NoiseFilters.EnsembleFilter

Class LDA

java.lang.Object

keel.Algorithms.Preprocess.NoiseFilters.EnsembleFilter.LDA

public class LDA
extends java.lang.Object

Linear Discriminant Analysis class.

Author:

unknown.

Constructor Summary

Constructors

Constructor and Description
LDA() Default constructor.

Method Summary

Modifier and Type	Method and Description
int[]	getPredictions() Returns the predicted classes for each test instance.
void	runMethod(java.lang.String train_file, java.lang.String test_file, Instance[] train, Instance[] test) In this method, a classifier is estimated using Linear Discriminant Analysis

Methods inherited from class java.lang.Object

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

Constructor Detail

LDA

public LDA()

Default constructor.

Method Detail

runMethod

public void runMethod(java.lang.String train_file,
                      java.lang.String test_file,
                      Instance[] train,
                      Instance[] test)

In this method, a classifier is estimated using Linear Discriminant Analysis

Parameters:

train_file - Training data filename.

test_file - Test data filename.

train - training dataset.

test - test dataset.

getPredictions

public int[] getPredictions()

Returns the predicted classes for each test instance.

Returns:

the predicted classes for each test instance.