ROC Curves for LDA Classifiers

doi:10.1007/s00357-026-09550-9

2026-07-01

PRE

Mateusz Krukowski *

DOI：10.1007/s00357-026-09550-9

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摘要

En 中文

在本文中，我们推导了线性判别分析分类器接收者操作特征曲线的解析公式。我们建立了这些曲线的基本性质（单调性和凹性），提供了曲线下面积的公式，并计算了约登J指数。我们通过威斯康星乳腺癌患者真实数据集展示了我们结果的性能，并研究了所提出技术的稳健性。

Keyword:

Binary classification problem

Linear discriminant analysis

Receiver operating characteristic

Area under curve

期刊

Journal of Classification

IF:

1.9

论文数:

被引数:

2.2K

机构

lodz university of technology

学者数:

786

论文数: 361

被引数: 0

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