arXiv Open Access 2025

ROC curves for LDA classifiers

Mateusz Krukowski

Lihat Sumber

Abstrak

In the paper, we derive an analytic formula for the ROC curves of the LDA classifiers. We establish elementary properties of these curves (monotonicity and concavity), provide formula for the area under curve (AUC) and compute the Youden J-index. Finally, we illustrate the performance of our results on a real--life dataset of Wisconsin breast cancer patients.

Topik & Kata Kunci

math.ST

Penulis (1)

Mateusz Krukowski

Format Sitasi

APA MLA BibTeX

Krukowski, M. (2025). ROC curves for LDA classifiers. https://arxiv.org/abs/2507.18307

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓