com.articulate.sigma.nlp

Class SVM

java.lang.Object

com.articulate.sigma.nlp.SVM

public class SVM
extends Object

SVM-JAVA: A simple Java implementation of SMO (Sequential Minimal Optimization) for training SVM Developed by Xiaoqian Jiang (xiaoqian@cs.cmu.edu) Hwanjo Yu (hwanjoyu@postech.ac.kr) Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH), http://iis.hwanjoyu.org/svm-java, 2008 [note that current URL is https://sites.google.com/site/postechdm/research/implementation/svm-java ] Bibtex entry:

Field Summary

Fields

Modifier and Type	Field and Description
float	C
int	d
float	eps
boolean	is_binary
boolean	is_libsvm_file
boolean	is_sparse_data
int	MATRIX
int	N
float	tolerance
float	two_sigma_squared

Constructor Summary

Constructors

Constructor and Description
SVM() Initialize the matrix with 0's

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

Field Detail

N

public int N

d

public int d

C

public float C

tolerance

public float tolerance

eps

public float eps

two_sigma_squared

public float two_sigma_squared

MATRIX

public int MATRIX

is_sparse_data

public boolean is_sparse_data

is_binary

public boolean is_binary

is_libsvm_file

public boolean is_libsvm_file

Constructor Detail

SVM

public SVM()

Initialize the matrix with 0's

Method Detail

main

public static void main(String[] args)