2 search results - page 1 / 1 » Efficient AUC Learning Curve Calculation |
AUSAI
2006
Springer
14 years 2 months ago
2006
Springer
Abstract. A learning curve of a performance measure provides a graphical method with many benefits for judging classifier properties. The area under the ROC curve (AUC) is a useful...
JMLR
2010
13 years 5 months ago
2010
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...