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public interface MetaClassifier
This interface is for classes which implement some meta-classification scheme.
Method Summary | |
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Ensemble |
generateEnsemble(java.util.List<PredictionSet> predSetList,
DataSet data)
Generates an ensemble for the given data using the provided predictions. |
double |
getAccuracyCutoff()
Retrieves the percentage accuracy below which a classifier will not accept predictions. |
java.lang.String |
getAttribute()
Retrieves the name of the attribute that the classifier considers. |
java.lang.String |
getName()
Retrieves the name of a classifier. |
double |
getSimilarityCutoff()
Retrieves the percentage similarity above which a classifier will not accept predictions. |
java.lang.Boolean |
isChanged()
Determines if anything about the classifier has been changed since the method was last called. |
void |
setAccuracyCutoff(double accuracyCutoff)
Sets the percentage accuracy below which a classifier will not accept predictions. |
void |
setAttribute(java.lang.String attribute)
Sets the attribute that the classifier will consider. |
void |
setSimilarityCutoff(double similarityCutoff)
Sets the percentage similarity above which a classifier will not accept predictions. |
Method Detail |
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java.lang.String getName()
Ensemble generateEnsemble(java.util.List<PredictionSet> predSetList, DataSet data)
predSetList
- A list of prediction sets to consider in making the ensembledata
- The data set to judge the predictions against
double getAccuracyCutoff()
void setAccuracyCutoff(double accuracyCutoff)
accuracyCutoff
- The desired cutoff, in the interval [0,100]double getSimilarityCutoff()
void setSimilarityCutoff(double similarityCutoff)
similarityCutoff
- The desired cutoff, in the interval [0,100]java.lang.String getAttribute()
void setAttribute(java.lang.String attribute)
attribute
- The name of an attribute for some data setjava.lang.Boolean isChanged()
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