The use of the area under the ROC curve in the evaluation of machine learning algorithms
- 1 July 1997
- journal article
- Published by Elsevier in Pattern Recognition
- Vol. 30 (7) , 1145-1159
- https://doi.org/10.1016/s0031-3203(96)00142-2
Abstract
No abstract availableKeywords
This publication has 12 references indexed in Scilit:
- The multiscale classifierPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1996
- On deflection as a performance criterion in detectionIEEE Transactions on Aerospace and Electronic Systems, 1995
- Relationship of platelet aggregation to bleeding after cardiopulmonary bypassThe Annals of Thoracic Surgery, 1994
- ROC Curves for Classification TreesMedical Decision Making, 1994
- Overfitting avoidance as biasMachine Learning, 1993
- Models of incremental concept formationArtificial Intelligence, 1989
- International application of a new probability algorithm for the diagnosis of coronary artery diseaseThe American Journal of Cardiology, 1989
- ROC Analysis Applied to the Evaluation of Medical Imaging TechniquesInvestigative Radiology, 1979
- Bootstrap Methods: Another Look at the JackknifeThe Annals of Statistics, 1979
- Maximum-likelihood estimation of parameters of signal-detection theory and determination of confidence intervals—Rating-method dataJournal of Mathematical Psychology, 1969