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Clover plot: Versatile visualization in nonparametric classification*
Statistical Analysis and Data Mining ( IF 2.1 ) Pub Date : 2020-10-07 , DOI: 10.1002/sam.11481
Jiří Dvořák 1 , Šárka Hudecová 1 , Stanislav Nagy 1
Affiliation  

A versatile visualization tool that aggregates several classification techniques is proposed and studied. In the clover plot we combine four complementary classifiers—the depth‐depth plot, the bagdistance plot, an approach based on the illumination, and the classical diagnostic plot based on Mahalanobis distances. An interactive R implementation of this tool, including several model examples of its use, is freely available online.

中文翻译:

三叶草图:非参数分类中的多功能可视化*

提出并研究了一种综合了几种分类技术的通用可视化工具。在三叶草图中,我们结合了四个互补的分类器-深度-深度图,布袋距离图,基于照明的方法和基于马氏距离的经典诊断图。可在线免费获得此工具的交互式R实现,包括其使用的几个模型示例。
更新日期:2020-11-02
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