dragon.ir.classification.multiclass

Interface MultiClassDecoder

All Known Implementing Classes:

LossMultiClassDecoder

public interface MultiClassDecoder

Interface for Multi-class Decoder

Copyright: Copyright (c) 2005

Company: IST, Drexel University

Version:

1.0

Author:

Davis Zhou

Method Summary

Modifier and Type	Method and Description
int	decode(CodeMatrix matrix, double[] binClassifierResults) Predicts the label of the example given the code matrix and the results of all binary classifiers
int[]	rank() Rank all class labels

Method Detail

decode

int decode(CodeMatrix matrix,
           double[] binClassifierResults)

Predicts the label of the example given the code matrix and the results of all binary classifiers

Parameters:

matrix - the code matrix which describes the relationship between binary classifiers and categories

binClassifierResults - the predictions of all binary classifiers

Returns:

the category the example should be associated with

rank

int[] rank()

Rank all class labels

Returns:

the ranking of class labels. The first and last element of the returned array contain the most possible label and the least possible label, respectively.