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Sep, 2023
核密度积分变换
The Kernel Density Integral Transformation
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Calvin McCarter
TL;DR
该论文提出使用核密度积分变换作为特征预处理步骤,可以替代传统的特征预处理方法,并在机器学习和统计方法中表现出更好的鲁棒性和性能。
Abstract
feature preprocessing
continues to play a critical role when applying
machine learning
and
statistical methods
to tabular data. In this pa
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