com.groiss.ml.classifier

Interface Classifier

All Known Subinterfaces:

Buildable, FormClassifier

public interface Classifier

Base interface for classifier implementations.

Method Summary

Modifier and Type	Method and Description
List<ClassificationResult>	classifications(Instance instance) Classify given instance and return the indexes of labels in descending order.
ClassificationResult	classify(Instance instance) The given instance gets classified based on the set class attribute.
String	getName() Returns a human readable name for this classifier implementation

Method Detail

classify

ClassificationResult classify(Instance instance)

The given instance gets classified based on the set class attribute. The index of the label is returned.

Parameters:

instance - the instance of classify

Returns:

index of classified label.

classifications

List<ClassificationResult> classifications(Instance instance)

Classify given instance and return the indexes of labels in descending order.

Parameters:

instance - the instance of classify

Returns:

a list of indexes of labels ordered by the probability to occur.

getName

String getName()

Returns a human readable name for this classifier implementation

Returns:

a human readable name for this classifier implementation