2 search results - page 1 / 1 » Efficient AUC Learning Curve Calculation |
AUSAI
2006
Springer
13 years 8 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
12 years 11 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 ...