Cost-sensitive multi-class classification from probability estimates

By Deirdre B. O'Brien, Maya R. Gupta, Robert M. Gray. 2008

43 citations recorded by the source corpus.

Subfields: Artificial Intelligence

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Harish Guruprasad Ramaswamy
2. Shivani Agarwal
3. Per Bruun Brockhoff
4. Hanne H. F. Refsgaard
5. Line Katrine Harder Clemmensen
6. Soeren H. Welling
7. Andrew Zisserman
8. Shimon Ullman

Citations in the corpus

• Forest Floor Visualizations of Random Forests (2016, background): “Therefore the probability space is a K-1 dimensional simplex [15], which contains any possible combination of assigned probabilities to K mutually exclusive classes, see Figure 2 .”
• Convex Calibration Dimension for Multiclass Loss Matrices (2014, background): “Such sets have also been studied by Lambert and Shoham [16] and O’Brien et al. [19] in a different context.”