ICML-2000 Workshop on COST-SENSITIVE LEARNING
Online Workshop Notes:
Papers Presented at the CSL Workshop on July 2, 2000
Pedro Domingos:
Research Directions in MetaCost
(abstract, gzipped ps)
Charles Elkan:
Cost-Sensitive Learning and Decision-Making When Costs Are Unknown
(gzipped ps)
Joao Gama:
A Cost-Sensitive Iterative Bayes
(gzipped ps)
Peter Turney:
Types of Cost in Inductive Concept Learning
(pdf)
Kai Ming Ting:
Cost-Sensitive Classification using Decision Trees, Boosting and MetaCost
(abstract, gzipped ps)
Feng Yu Lin & Sally McClean:
The Prediction of Financial Distress using a Cost Sensitive approach and Prior Probabilities
(gzipped ps)
Terran Lane:
Extensions of ROC Analysis to Multi-Class Domains
(abstract, gzipped ps)
Chris Drummond & Robert Holte:
Explicitly Representing Expected Cost: An Alternative to ROC Representation
(gzipped ps)
Dragos Margineantu:
On Class-Probability Estimates and Cost-Sensitive Evaluation of Classifiers
(gzipped ps)
Edwin P.D.Pednault, Barry Rosen & Chidanand Apte:
The Importance of Estimation Errors in Cost-Sensitive Learning
(gzipped ps)