Publications
3 shownLearning Decision Trees Using the Area Under the ROC Curve
ROC analysis is increasingly being recognised as an important tool for evaluation and comparison of classifiers when the operating characteristics (i.e. class distribution and c...
Improving accuracy and cost of two-class and multi-class probabilistic classifiers using ROC curves
The probability estimates of a naive Bayes classifier are inaccurate if some of its underlying independence assumptions are violated. The decision criterion for using these esti...
Frequent Co-Authors
Researcher Info
- h-index
- 3
- Publications
- 3
- Citations
- 474
- Institution
- University of Bristol
External Links
Identifiers
- ORCID
- 0000-0001-6857-5810
Impact Metrics
h-index
3
h-index: Number of publications with at least h citations each.