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ROCAI
2004
Springer
15 years 2 months ago
What ROC Curves Can't Do (and Cost Curves Can)
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...
Chris Drummond, Robert C. Holte
BIRTE
2006
128views Business» more  BIRTE 2006»
15 years 1 months ago
What Can Hierarchies Do for Data Streams?
Xuepeng Yin, Torben Bach Pedersen
DSN
2004
IEEE
15 years 1 months ago
Why PCs Are Fragile and What We Can Do About It: A Study of Windows Registry Problems
Software configuration problems are a major source of failures in computer systems. In this paper, we present a new framework for categorizing configuration problems. We apply thi...
Archana Ganapathi, Yi-Min Wang, Ni Lao, Ji-Rong We...