Package elki.classification

Class AbstractClassifier<O,R>

java.lang.Object

elki.classification.AbstractClassifier<O,R>

Type Parameters:

O - Input type

R - Result type

All Implemented Interfaces:

Algorithm, Classifier<O>

Direct Known Subclasses:

PriorProbabilityClassifier

public abstract class AbstractClassifier<O,R>
extends java.lang.Object
implements Classifier<O>

Abstract base class for algorithms.

Since:

0.7.0

Author:

Erich Schubert

Nested Class Summary

Nested classes/interfaces inherited from interface elki.Algorithm

Algorithm.Utils

Constructor Summary

Constructors

Constructor	Description
AbstractClassifier()

Method Summary

Modifier and Type	Method	Description
protected double[]	alignLabels(java.util.List<ClassLabel> l1, double[] d1, java.util.Collection<ClassLabel> l2)	Align the labels for a label query.
R	autorun(Database database)	Deprecated.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface elki.Algorithm

getInputTypeRestriction

Methods inherited from interface elki.classification.Classifier

buildClassifier, classify, model

Constructor Detail

AbstractClassifier

public AbstractClassifier()

Method Detail

autorun

@Deprecated
public R autorun(Database database)

Deprecated.

Description copied from interface: Algorithm

Try to auto-run the algorithm on a database by calling a method called run, with an optional Database first, and with data relations as specified by Algorithm.getInputTypeRestriction().

Specified by:

autorun in interface Algorithm

Parameters:

database - the database to run the algorithm on

Returns:

the Result computed by this algorithm

alignLabels

protected double[] alignLabels(java.util.List<ClassLabel> l1,
                               double[] d1,
                               java.util.Collection<ClassLabel> l2)

Align the labels for a label query.

Parameters:

l1 - List of reference labels

d1 - Probabilities for these labels

l2 - List of requested labels

Returns:

Probabilities in desired output order