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Interface to a classifier that supports soft classified training data that are SoftClassifiedInstances that have probabilistic class labels
Method Summary | |
void |
buildClassifier(SoftClassifiedInstances data)
Generates a classifier. |
double[] |
unNormalizedDistributionForInstance(Instance instance)
Predicts the class memberships for a given instance. |
Method Detail |
public void buildClassifier(SoftClassifiedInstances data) throws java.lang.Exception
data
- set of instances serving as training data
java.lang.Exception
- if the classifier has not been
generated successfullypublic double[] unNormalizedDistributionForInstance(Instance instance) throws java.lang.Exception
instance
- the instance to be classified
java.lang.Exception
- if distribution could not be
computed successfully
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