论文标题

共形电子测试

Conformal e-testing

论文作者

Vovk, Vladimir, Nouretdinov, Ilia, Gammerman, Alex

论文摘要

有一个有用的电子价值预测,称为共形电子预测。共形预测可以作为测试交换性假设的基础,从而导致共形测试。同样,共形电子预测也可以作为测试的基础。由此产生的保形电子测试看起来与相同的结合测试的某些优势差异很大。它甚至比共形测试具有一些优势。在本文中,我们会系统地讨论保形电子测试的优势和局限性。

There is a useful counterpart of conformal prediction for e-values, called conformal e-prediction. Conformal prediction can serve as basis for testing the assumption of exchangeability, leading to conformal testing. Similarly, conformal e-prediction can also serve as basis for testing. The resulting conformal e-testing looks very different from but inherits some strengths of conformal testing; it even has some advantages over conformal testing. In this paper we discuss systematically both strengths and limitations of conformal e-testing.

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