MCDMExternal Clustering Validation
调整兰德指数
调整兰德指数（ARI）由Hubert和Arabie于1985年开发，是一种外部聚类评估指标，用于衡量预测聚类与真实标签之间的一致性。其值范围从-1到1，其中1表示完全一致，0表示随机聚类，负值表示性能差于随机机会。
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Method map
The neighbourhood of related methods — select a node to explore.
来源
- Hubert, L., & Arabie, P. (1985). Comparing partitions. Journal of Classification, 2(1), 193-218. DOI: 10.1007/BF01908075 ↗
- Rand, W. M. (1971). Objective criteria for the evaluation of clustering methods. Journal of the American Statistical Association, 66(336), 846-850. DOI: 10.1080/01621459.1971.10482356 ↗
如何引用本页
ScholarGate. (2026, June 3). Adjusted Rand Index for External Cluster Evaluation. ScholarGate. https://scholargate.app/zh/model-evaluation/adjusted-rand-index
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
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