BriefGPT.xyz
May, 2023
符号回归在信息融合中的应用：以人类健康为例的教程
Information Fusion via Symbolic Regression: A Tutorial in the Context of Human Health
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Jennifer J. Schnur, Nitesh V. Chawla
TL;DR
本文介绍符号回归的概述，着重于可解释性标准。通过一个健康与营养的案例来展示了符号回归应用的好处和挑战，说明了解决 实际问题 中可解释模型对评估具有实际意义的信息融合的重要性。
Abstract
This tutorial paper provides a general overview of
symbolic regression
(SR) with specific focus on standards of
interpretability
. We posit that interpretable modeling, although its definition is still disputed in
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