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CPS analysis: self-contained validation of biomedical data clustering.
Bioinformatics ( IF 5.8 ) Pub Date : 2020-03-10 , DOI: 10.1093/bioinformatics/btaa165
Lixiang Zhang 1 , Lin Lin 1 , Jia Li 1
Affiliation  

Cluster analysis is widely used to identify interesting subgroups in biomedical data. Since true class labels are unknown in the unsupervised setting, it is challenging to validate any cluster obtained computationally, an important problem barely addressed by the research community.

中文翻译:

CPS分析:生物医学数据聚类的独立验证。

聚类分析被广泛用于识别生物医学数据中有趣的亚组。由于真正的类别标签在无人监督的环境中是未知的,因此验证通过计算获得的任何聚类都具有挑战性,这是研究界几乎未解决的重要问题。
更新日期:2020-03-10
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