public class MakeDecList extends java.lang.Object implements java.io.Serializable, RevisionHandler
Constructor and Description |
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MakeDecList(ModelSelection toSelectLocModel,
double cf,
int minNum)
Constructor for dec list pruned using C4.5 pruning.
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MakeDecList(ModelSelection toSelectLocModel,
int minNum)
Constructor for unpruned dec list.
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MakeDecList(ModelSelection toSelectLocModel,
int num,
int minNum,
int seed)
Constructor for dec list pruned using hold-out pruning.
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Modifier and Type | Method and Description |
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void |
buildClassifier(Instances data)
Builds dec list.
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double |
classifyInstance(Instance instance)
Classifies an instance.
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double[] |
distributionForInstance(Instance instance)
Returns the class distribution for an instance.
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java.lang.String |
getRevision()
Returns the revision string.
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int |
numRules()
Outputs the number of rules in the classifier.
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java.lang.String |
toString()
Outputs the classifier into a string.
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public MakeDecList(ModelSelection toSelectLocModel, int minNum)
public MakeDecList(ModelSelection toSelectLocModel, double cf, int minNum)
public MakeDecList(ModelSelection toSelectLocModel, int num, int minNum, int seed)
public void buildClassifier(Instances data) throws java.lang.Exception
java.lang.Exception
- if dec list can't be built successfullypublic java.lang.String toString()
toString
in class java.lang.Object
public double classifyInstance(Instance instance) throws java.lang.Exception
java.lang.Exception
- if instance can't be classifiedpublic double[] distributionForInstance(Instance instance) throws java.lang.Exception
java.lang.Exception
- if distribution can't be computedpublic int numRules()
public java.lang.String getRevision()
getRevision
in interface RevisionHandler