public class ClassifierDecList extends java.lang.Object implements java.io.Serializable, RevisionHandler
Constructor and Description |
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ClassifierDecList(ModelSelection toSelectLocModel,
int minNum)
Constructor - just calls constructor of class DecList.
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Modifier and Type | Method and Description |
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void |
buildDecList(Instances data,
boolean leaf)
Builds the partial tree without hold out set.
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void |
buildRule(Instances data)
Method for building a pruned partial tree.
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int |
chooseIndex()
Method for choosing a subset to expand.
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int |
chooseLastIndex()
Choose last index (ie.
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double |
classifyInstance(Instance instance)
Classifies an instance.
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void |
cleanup(Instances justHeaderInfo)
Cleanup in order to save memory.
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double[] |
distributionForInstance(Instance instance)
Returns class probabilities for a weighted instance.
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java.lang.String |
getRevision()
Returns the revision string.
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java.lang.String |
toString()
Prints rules.
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double |
weight(Instance instance)
Returns the weight a rule assigns to an instance.
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public ClassifierDecList(ModelSelection toSelectLocModel, int minNum)
public void buildRule(Instances data) throws java.lang.Exception
java.lang.Exception
- if something goes wrongpublic void buildDecList(Instances data, boolean leaf) throws java.lang.Exception
java.lang.Exception
- if something goes wrongpublic double classifyInstance(Instance instance) throws java.lang.Exception
java.lang.Exception
- if something goes wrongpublic final double[] distributionForInstance(Instance instance) throws java.lang.Exception
java.lang.Exception
- if something goes wrongpublic double weight(Instance instance) throws java.lang.Exception
java.lang.Exception
- if something goes wrongpublic final void cleanup(Instances justHeaderInfo)
public java.lang.String toString()
toString
in class java.lang.Object
public final int chooseIndex()
public final int chooseLastIndex()
public java.lang.String getRevision()
getRevision
in interface RevisionHandler