See this document in CiteSeerX!

Multi-Class ROC Analysis from a . . .  (Make Corrections)  
Everson Department of Computer Science, School of Engineering and Computer Science and...



  Home/Search   Context   Related

 
View or download:
dcs.ex.ac.uk/people/je...tech_mcroc.pdf
Cached:  PS.gz  PS  PDF   Image  Update  Help

From:  dcs.ex.ac.uk/peopl...publications (more)
(Enter author homepages)

Rate this article: (best)
  Comment on this article  
(Enter summary)

Abstract: The Receiver Operating Characteristic (ROC) has become a standard tool for the analysis and comparision of classifiers when the costs of misclassification are unknown. There has been relatively little work, however, examining ROC for more than two classes. Here we discuss and present a number of di#erent extensions to the standard two-class ROC for multi-class problems. (Update)

Active bibliography (related documents):   More   All
1.5:   Formulation and comparison of multi-class ROC surfaces - Fieldsend, Everson (2005)   (Correct)
0.4:   ROC Optimisation of Safety Related Systems - Jonathan Fieldsend Richard (2004)   (Correct)
0.3:   A Short Note On The Ecient Random Sampling Of The.. - Fieldsend (2005)   (Correct)

Similar documents based on text:   More   All
0.2:   On Evidence Weighted Mixture Classification - Everson, Krzanowski, Bailey..   (Correct)
0.1:   Characterization of Limiting Homoclinic Behaviour in a.. - Khurram Wadee (2000)   (Correct)
0.1:   Restabilization in Structures Susceptible to Localized.. - Wadee, Bassom   (Correct)

BibTeX entry:   (Update)

@misc{ everson-multiclass,
  author = "Everson",
  title = "Multi-Class ROC Analysis from a . . .",
  url = "citeseer.ist.psu.edu/everson05multiclass.html" }
Citations (may not include all citations):
2133   Pattern Classification and Scene Analysis (context) - Duda, Hart - 1973
1662   Neural Networks for Pattern Recognition (context) - Bishop - 1995
286   Nearest neighbor pattern classification (context) - Cover, Hart - 1967
110   Multi-Objective Optimization Using Evolutionary Algorithms (context) - Deb - 2001
91   A Comprehensive Survey of Evolutionary-Based Multiobjective .. - Coello - 1999
81   Neural networks and related methods for classification (context) - Press, Ripley - 1994
75   The meaning and use of the area under a receiver operating c.. (context) - Hanley, McNeil - 1982
66   Approximating the Nondominated Front Using the Pareto Archiv.. - Knowles, Corne - 2000
54   Multiobjective Evolutionary Algorithms: Analyzing the Stateo.. - Van Veldhuizen, Lamont - 2000
25   Computing and rendering point set surfaces - Alexa, Behr et al. - 2003
20   Parcel: feature subset selection in variable cost domains - Scott, Niranjan et al. - 1998
20   Using Unconstrained Elite Archives for Multi-Objective Optim.. - Fieldsend, Everson et al. - 2003
15   IEEE Transactions on Evolutionary Computation (context) - Yao, Liu et al. - 1999
14   Multiobjective Genetic Optimization of Diagnostic Classifier.. - Kupinski, Anastasio - 1999
13   A simple generalisation of the area under the ROC curve for .. (context) - Hand, Till - 2001
9   plots: a fundamental evaluation tool in clinical medicine (context) - Zweig, Campbell et al. - 1993
5   Comparing classifiers when the misallocation costs are uncer.. (context) - Adams, Hand - 1999
5   URL http://www (context) - Blake, Merz et al. - 1997
5   ROC Analysis in Artificial Intelligence (context) - Hernandez-Orallo, Ferri et al. - 2004
5   Optimization and FROC analysis of rule-based detection schem.. (context) - Anastasio, Kupinski et al. - 1998
3   ROC Optimisation of Safety Related Systems - Fieldsend, Everson - 2004
3   Decision support for data mining: Introduction to ROC analys.. (context) - Flach, Blockeel et al. - 2003
1   See also code at http://www (context) - Holmes, Adams et al. - 2003
1   Under review (context) - Everson, Fieldsend et al. - 1996
1   URL ftp://ftp (context) - Srinivasan, the et al. - 1998
1   To appear (context) - Lange, Polthier et al. - 1996

Documents on the same site (http://www.dcs.ex.ac.uk/people/jefields/publications.html):   More
Dominance Measures for Multi-Objective Simulated Annealing - Smith, Everson, Fieldsend (2004)   (Correct)
Pattern Matching and Neural Networks based Hybrid Forecasting .. - Singh, Fieldsend (2001)   (Correct)
Multi-Objective Optimisation in the Presence of Uncertainty - Jonathan Fieldsend..   (Correct)

Online articles have much greater impact   More about CiteSeer.IST   Add search form to your site   Submit documents   Feedback  

CiteSeer.IST - Copyright Penn State and NEC