ROC graphs with instance-varying costs Export

@article{citeulike:2614937, address = {New York, NY, USA}, author = {Fawcett, Tom}, citeulike-article-id = {2614937}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1159477}, citeulike-linkout-1 = {http://dx.doi.org/10.1016/j.patrec.2005.10.012}, comment = {Includes a simple, intuitive proof of the relationship between AUC and the Mann-Whitney-Wilcoxon statistic (i.e., that the AUC is the probability of misranking a negative example before a positive one). The proof works for instance-weighted costs and is a generalisation of the proof given in Sing's 2004 PhD thesis.}, doi = {10.1016/j.patrec.2005.10.012}, issn = {0167-8655}, journal = {Pattern Recogn. Lett.}, keywords = {auc, cost\_sensitive, instance\_weighting, roc}, month = {June}, number = {8}, pages = {882--891}, posted-at = {2008-03-31 05:36:07}, priority = {0}, publisher = {Elsevier Science Inc.}, title = {ROC graphs with instance-varying costs}, url = {http://dx.doi.org/10.1016/j.patrec.2005.10.012}, volume = {27}, year = {2006} }

TY - JOUR ID - citeulike:2614937 L3 - citeulike-article-id:2614937 IS - 8 JF - Pattern Recogn. Lett. SN - 0167-8655 AD - New York, NY, USA EP - 891 TI - ROC graphs with instance-varying costs PB - Elsevier Science Inc. VL - 27 SP - 882 KW - auc KW - cost_sensitive KW - instance_weighting KW - roc N1 - Includes a simple, intuitive proof of the relationship between AUC and the Mann-Whitney-Wilcoxon statistic (i.e., that the AUC is the probability of misranking a negative example before a positive one). The proof works for instance-weighted costs and is a generalisation of the proof given in Sing's 2004 PhD thesis. AU - Fawcett, Tom PY - 2006/06// UR - http://dx.doi.org/10.1016/j.patrec.2005.10.012 ER -