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
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。