svm_model.java

/*
 *  RapidMiner
 *
 *  Copyright (C) 2001-2008 by Rapid-I and the contributors
 *
 *  Complete list of developers available at our web site:
 *
 *       http://rapid-i.com
 *
 *  This program is free software: you can redistribute it and/or modify
 *  it under the terms of the GNU Affero General Public License as published by
 *  the Free Software Foundation, either version 3 of the License, or
 *  (at your option) any later version.
 *
 *  This program is distributed in the hope that it will be useful,
 *  but WITHOUT ANY WARRANTY; without even the implied warranty of
 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *  GNU Affero General Public License for more details.
 *
 *  You should have received a copy of the GNU Affero General Public License
 *  along with this program.  If not, see http://www.gnu.org/licenses/.
 */
package libsvm;

public class svm_model implements java.io.Serializable {
	
	private static final long serialVersionUID = 7974831813044169852L;
	
	svm_parameter param;	// parameter
	public int nr_class;		// number of classes, = 2 in regression/one class svm
	public int l;			// total #SV
	public svm_node[][] SV;	// SVs (SV[l])
	public double[][] sv_coef;	// coefficients for SVs in decision functions (sv_coef[k-1][l])
	public double[] rho;		// constants in decision functions (rho[k*(k-1)/2])
	public double[] probA;         // pariwise probability information
	public double[] probB;

	// for classification only

	public int[] label;		// label of each class (label[k])
	public int[] nSV;		// number of SVs for each class (nSV[k])
				// nSV[0] + nSV[1] + ... + nSV[k-1] = l
	
    public double[] labelValues; // actual label values for all support vectors (only used for displaying)
}