Package <Unnamed>

Interface Summary
IFAlgorithm This interface is designed to be the base for all algorithms
 

Class Summary
Algorithm Base class for all pattern recognition algorithms
AlgorithmED implements the euclidean distance algorithm.
AlgorithmKF Class that handles the Kalman Filter algorithm
AlgorithmKMeans implements the K nearest neighbor algorithms
AlgorithmLBG implements the LBG algorithm
AlgorithmLDA Implements the Linear Discriminant Analysis Algorithm
AlgorithmLDA2 Implements the class dependent Linear Discriminant Algorithm
AlgorithmLDAPCA Implements the combined LDA and PCA algorithm.
AlgorithmLP  
AlgorithmNN  
AlgorithmPCA Operation of the PCA Class-Independent Algorithm
AlgorithmPCA2 Operation of the PCA Class-Independent Algorithm
AlgorithmPF  
AlgorithmRVM Algorithm Relevance Vector Machines
AlgorithmSVM Algorithm Support Vector Machines
BiNormal Handles random generation of Gaussian uses
Classify Classify is the main driver program that extend JApplet and is the class called when the applet is loaded, which inturn initialize all other objects and components need to run the applet hierarchy: JApplet->Classify
Covariance Covariance as the name sggests computes the covariance matrix given two random vectors i.e., the X = (x1, x2, x3 ...) and Y = (y1, y2, y3 ...)
DataPoints class holds the input DataPoints classes that are to be classified as well as the classification algorithms needed to compute the decision regions
DecisionRegion class: DecisionRegion class that stores the point of the various decision regions computed
DisplayArea class implements the graph plot that displays the output points and the comouted decision region based on the algorithm used
interpolate Interpolate class
MainMenu implement the menu driven system that drives the applet hierarchy: JPanel->SubPanel->MainMenu
MathUtil class that round off floating point numbers to the specified number of decimal places givem
Matrix this class represents a matrix object and performs matrix operations that are needed to compute the eigenvectors and eigenvalues
OutputPanel OutputPanel acts as the top level container that encompasses the output plot that displays the input classes as well as the decision regions heirarchy: JPanel->SubPanel->OutputPanel
SelectionArea SelectionArea extend a JPanle and is used to implements the plotting area for the data input classes hierarchy: JPanel->SelectionArea