Class Train
- java.lang.Object
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- gov.nih.mipav.view.renderer.WildMagic.ProstateFramework.liblinearsvm.Train
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public class Train extends java.lang.Object
Copyright (c) 2007-2014 The LIBLINEAR Project. 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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Field Summary
Fields Modifier and Type Field Description private double
bias
private boolean
cross_validation
private java.lang.String
inputFilename
private Model
model
private java.lang.String
modelFilename
private int
nr_fold
private Parameter
param
private Problem
prob
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Constructor Summary
Constructors Constructor Description Train()
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description private static Problem
constructProblem(java.util.List<java.lang.Integer> vy, java.util.List<FeatureNode[]> vx, int max_index, double bias)
private void
do_cross_validation()
private void
exit_with_help()
(package private) double
getBias()
Model
getModel()
(package private) Parameter
getParameter()
(package private) Problem
getProblem()
static void
main(java.lang.String[] args)
(package private) void
parse_command_line(java.lang.String[] argv)
static Problem
readProblem(java.io.File file, double bias)
reads a problem from LibSVM format(package private) void
readProblem(java.lang.String filename)
void
run(Features[] featureArray, int numberFeatures)
void
run(java.lang.String[] args)
void
run(java.util.List<java.lang.Integer> classes, java.util.List<FeatureNode[]> feature, int numberFeatures)
private void
setParameters()
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Field Detail
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bias
private double bias
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cross_validation
private boolean cross_validation
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inputFilename
private java.lang.String inputFilename
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modelFilename
private java.lang.String modelFilename
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nr_fold
private int nr_fold
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param
private Parameter param
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prob
private Problem prob
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model
private Model model
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Method Detail
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main
public static void main(java.lang.String[] args) throws java.io.IOException, InvalidInputDataException
- Throws:
java.io.IOException
InvalidInputDataException
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do_cross_validation
private void do_cross_validation()
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exit_with_help
private void exit_with_help()
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getProblem
Problem getProblem()
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getBias
double getBias()
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getParameter
Parameter getParameter()
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parse_command_line
void parse_command_line(java.lang.String[] argv)
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setParameters
private void setParameters()
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readProblem
public static Problem readProblem(java.io.File file, double bias) throws java.io.IOException, InvalidInputDataException
reads a problem from LibSVM format- Parameters:
filename
- the name of the svm file- Throws:
java.io.IOException
- obviously in case of any I/O exception ;)InvalidInputDataException
- if the input file is not correctly formatted
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readProblem
void readProblem(java.lang.String filename) throws java.io.IOException, InvalidInputDataException
- Throws:
java.io.IOException
InvalidInputDataException
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constructProblem
private static Problem constructProblem(java.util.List<java.lang.Integer> vy, java.util.List<FeatureNode[]> vx, int max_index, double bias)
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run
public void run(java.lang.String[] args) throws java.io.IOException, InvalidInputDataException
- Throws:
java.io.IOException
InvalidInputDataException
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run
public void run(Features[] featureArray, int numberFeatures)
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run
public void run(java.util.List<java.lang.Integer> classes, java.util.List<FeatureNode[]> feature, int numberFeatures)
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getModel
public Model getModel()
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