ROC curve estimation by sparse atomic decomposition

Warning

This publication doesn't include Faculty of Arts. It includes Faculty of Economics and Administration. Official publication website can be found on muni.cz.

Authors	VESELÝ Vítězslav MICHÁLEK Jaroslav
Year of publication	2005
Type	Article in Proceedings
Conference	International Conference Problems of Decision Making under Uncertainties (PDMU-2005), Abstracts
MU Faculty or unit	Faculty of Economics and Administration
Citation
Field	Applied statistics, operation research
Keywords	ROC curve; CDF; atomic decomposition; sparsity
Description	The sparse atomic decomposition approach to the ROC curve estimation has been suggested. The results were evaluated using four types of distance measures based on common L-metrics and Levi metrics.
Related projects:	Dynamic Geovisualisation in Crises Management Classification models and the assessment of their predictive properties