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ROCAI
2004
Springer

What ROC Curves Can't Do (and Cost Curves Can)

9 years 11 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 significant respects, and demonstrates that a different way of visualizing performance – the cost curves introduced by Drummond and Holte at KDD’2000 – overcomes these deficiencies.
Chris Drummond, Robert C. Holte
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where ROCAI
Authors Chris Drummond, Robert C. Holte
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