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arXiv 2104.06571stat.MLstat.AP
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跨三种文化的考虑:参数回归,可解释算法和复杂算法

Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms

Ani Eloyan, Sherri Rose

摘要:

我们考虑扩展利奥Breiman的论文从“统计建模:两种文化”,包括分叉的算法建模,专注于参数回归,可解释的算法,和复杂的(可能解释的)算法。

英文摘要:

We consider an extension of Leo Breiman's thesis from "Statistical Modeling: The Two Cultures" to include a bifurcation of algorithmic modeling, focusing on parametric regressions, interpretable algorithms, and complex (possibly explainable) algorithms.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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