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

Method Detail

classify

ClassificationResult<String> 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.

classifyForEvaluation

ClassificationResult<Integer> classifyForEvaluation(Instance instance)

classifications

List<ClassificationResult<String>> 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.

classificationsForEvaluation

List<ClassificationResult<Integer>> classificationsForEvaluation(Instance instance)

getName

String getName()

Returns a human readable name for this classifier implementation

Returns:

a human readable name for this classifier implementation