BriefGPT.xyz
Apr, 2022
降维的本地解释
Local Explanation of Dimensionality Reduction
HTML
PDF
Avraam Bardos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
TL;DR
介绍一种称为LXDR的技术,可以为DR技术的输出提供本地解释,以解决DR技术通常难以解释的问题,并通过实验结果和两个LXDR使用案例来评估其实用性。
Abstract
dimensionality reduction
(DR) is a popular method for preparing and analyzing
high-dimensional data
. Reduced data representations are less computationally intensive and easier to manage and visualize, while retai
→