144
click to vote
ROCAI
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. This paper shows that ROC curves, as a method of visualizing classifier performance, are inadequate for the needs of Artificial Intelligence researchers in several sign...
121
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
Overlapping classes and outliers can significantly decrease a classifier performance. We adress here the problem of giving a classifier the ability to reject some patterns eith...