BriefGPT.xyz
Dec, 2022
预测方法分类标准
Criteria for Classifying Forecasting Methods
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Tim Januschowski, Jan Gasthaus, Yuyang Wang, David Salinas, Valentin Flunkert...
TL;DR
预测方法可归为“机器学习”或“统计”两类已成为预测文献和社区的共识，但我们认为这种区分不是来自于方法本质的差异，而是一种限制对不同预测方法适用性和效果洞察的部落性质，我们提供了预测方法的其他特点，讨论了机器学习和统计学社区间跨界合作的潜在优势。
Abstract
Classifying
forecasting methods
as being either of a "
machine learning
" or "
statistical
" nature has become commonplace in parts of the for
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