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java.lang.Objectautoweka.ClassifierRunner
public class ClassifierRunner
Class that is responsible for actually running a WEKA classifier from start to finish using the Auto-WEKA argument format. Note that this class can leak memory epically bad if it 'terminates' the classifier, so this should always be called in a sub process from your main work to prevent memouts
Nested Class Summary | |
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static class |
ClassifierRunner.EvaluatorThread
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Constructor Summary | |
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ClassifierRunner(java.util.Properties props)
Prepares a runner with the specified properties. |
Method Summary | |
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protected void |
disableOutput()
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protected void |
enableOutput()
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ClassifierResult |
evaluateClassifierOnTesting(AbstractClassifier classifier,
java.lang.String instanceStr,
java.lang.String resultMetric,
float evaluateClassifierOnInstances)
Have a pre-trained classifier and want to get another set of testing data out of it? Use this |
InstanceGenerator |
getInstanceGenerator()
Kind of a hack, since this lets us look at what instances we should be running |
ClassifierResult |
run(java.lang.String instanceStr,
java.lang.String resultMetric,
float timeout,
java.lang.String mSeed,
java.util.List<java.lang.String> args)
Public interface to running a classifier specified in the Auto-WEKA format of arguments to generate a classifier result |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public ClassifierRunner(java.util.Properties props)
Method Detail |
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public InstanceGenerator getInstanceGenerator()
public ClassifierResult run(java.lang.String instanceStr, java.lang.String resultMetric, float timeout, java.lang.String mSeed, java.util.List<java.lang.String> args)
public ClassifierResult evaluateClassifierOnTesting(AbstractClassifier classifier, java.lang.String instanceStr, java.lang.String resultMetric, float evaluateClassifierOnInstances)
protected void disableOutput()
protected void enableOutput()
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