Helper functions for exploring several papers on clustering
Rand, William M. "Objective criteria for the evaluation of clustering methods." Journal of the American Statistical association 66.336 (1971): 846-850.
DOI: 10.1080/01621459.1971.10482356
Hubert, Lawrence. "Nominal scale response agreement as a generalized correlation." British Journal of Mathematical and Statistical Psychology 30.1 (1977): 98-103.
https://doi.org/10.1111/j.2044-8317.1977.tb00728.x
Morey, Leslie C., and Alan Agresti. "The measurement of classification agreement: An adjustment to the Rand statistic for chance agreement." Educational and Psychological Measurement 44.1 (1984): 33-37.
https://doi.org/10.1177/0013164484441003
Hubert, Lawrence, and Phipps Arabie. "Comparing partitions." Journal of classification 2.1 (1985): 193-218.
https://doi.org/10.1007/BF01908075
Meilǎ, Marina. "Comparing clusterings: an axiomatic view." Proceedings of the 22nd international conference on Machine learning. 2005.
https://doi.org/10.1145/1102351.1102424
Steinley, Douglas, Michael J. Brusco, and Lawrence Hubert. "The variance of the adjusted Rand index." Psychological methods 21.2 (2016): 261.
DOI: 10.1037/met0000049
PMID: 26881693
Gates, Alexander J., and Yong-Yeol Ahn. "The impact of random models on clustering similarity." arXiv preprint arXiv:1701.06508 (2017).
https://doi.org/10.1101/196840
https://www.alexandergates.net/publication/randomcluster/