org.encog.mathutil.libsvm
Class svm_parameter

java.lang.Object
  extended by org.encog.mathutil.libsvm.svm_parameter
All Implemented Interfaces:
Serializable, Cloneable

public class svm_parameter
extends Object
implements Cloneable, Serializable

This class was taken from the libsvm package. We have made some modifications for use in Encog. The libsvm Copyright/license is listed here. Copyright (c) 2000-2010 Chih-Chung Chang and Chih-Jen Lin All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither name of copyright holders nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

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Serialized Form

Field Summary
 double C
           
static int C_SVC
           
 double cache_size
           
 double coef0
           
 int degree
           
 double eps
           
static int EPSILON_SVR
           
 double gamma
           
 int kernel_type
           
static int LINEAR
           
 int nr_weight
           
 double nu
           
static int NU_SVC
           
static int NU_SVR
           
static int ONE_CLASS
           
 double p
           
static int POLY
           
static int PRECOMPUTED
           
 int probability
           
static int RBF
           
 int shrinking
           
static int SIGMOID
           
 int svm_type
           
 double[] weight
           
 int[] weight_label
           
 
Constructor Summary
svm_parameter()
           
 
Method Summary
 Object clone()
           
 
Methods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Field Detail

C_SVC

public static final int C_SVC
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Constant Field Values

NU_SVC

public static final int NU_SVC
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Constant Field Values

ONE_CLASS

public static final int ONE_CLASS
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Constant Field Values

EPSILON_SVR

public static final int EPSILON_SVR
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Constant Field Values

NU_SVR

public static final int NU_SVR
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Constant Field Values

LINEAR

public static final int LINEAR
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Constant Field Values

POLY

public static final int POLY
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Constant Field Values

RBF

public static final int RBF
See Also:
Constant Field Values

SIGMOID

public static final int SIGMOID
See Also:
Constant Field Values

PRECOMPUTED

public static final int PRECOMPUTED
See Also:
Constant Field Values

svm_type

public int svm_type

kernel_type

public int kernel_type

degree

public int degree

gamma

public double gamma

coef0

public double coef0

cache_size

public double cache_size

eps

public double eps

C

public double C

nr_weight

public int nr_weight

weight_label

public int[] weight_label

weight

public double[] weight

nu

public double nu

p

public double p

shrinking

public int shrinking

probability

public int probability
Constructor Detail

svm_parameter

public svm_parameter()
Method Detail

clone

public Object clone()
Overrides:
clone in class Object


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