Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets

Magzhan Gabidolla; Arman Zharmagambetov; Miguel Á. Carreira-Perpiñán

2024 ICML ICML 2024

Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán

Topics

Machine Learning > Core Methods > Classification

Keywords

false positive classification tree false negative imbalanced dataset oblique tree weighted 0/1 loss

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