Agreement Share: An Alternative Way to Measure Cluster Performance
Supplemental materials
Chihyung Derrick Cheng (research@derrickcheng.com)
Abstract
Rand Index (Rand, 1971) has been widely used in evaluating the performance of multiple cluster trials. Since it is based on pair-wise relationship, it fails to observe the global relationship among the data vectors. In this article, we will present a new metric, Agreement Share, as an alternative tool for measuring the performance of cluster result. We will compare its performance and discuss the applications of using Agreement Share.
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Dataset and result Section 4.3 Notes on extracting the tgz file: On Unix: tar -zxvf data.tgz On Windows: Most of the popular file compression programs such as WinZip, WinRAR and 7-zip support decompressing the tgz files. |
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BibTex Cheng, C.D., (2006). Agreement Share: An Alternative Way to Measure Cluster Performance, MS Thesis, Dept. of Industrial and Enterprise Systems Engineering, UIUC.
@INPROCEEDINGS{CDChengMSThesis, |
Last updated: December 22, 2010