Properties of the Hubert-Arabie adjusted Rand index.
By D. Steinley. Psychological methods, 2004
737 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Food Science, Statistical and Nonlinear Physics
View Paper: https://www.semanticscholar.org/paper/b318a6411a9ec5a44ab982659b6344a549945021
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Davide Chicco
- Giuseppe Jurman
- Matthijs J. Warrens
- Saeed Reza Aghabozorgi
- Teh Ying Wah
- James Bailey
- Srdjan Čapkun
- Ghassan O. Karame
In Food Science
- Giuseppe Jurman
- Davide Chicco
- Dongmin Park
- Jae-Gil Lee
- Hwanjun Song
- Youngjun Lee
- Matthijs J. Warrens
- Susik Yoon
In Statistical and Nonlinear Physics
- James Bailey
- Giuseppe Jurman
- Davide Chicco
- Dongmin Park
- Jae-Gil Lee
- Hwanjun Song
- Youngjun Lee
- Matthijs J. Warrens
Citations in the corpus
- Evaluating User Privacy in Bitcoin (2013, background): “Here, Advprof represents the Adjusted Rand Index (ARI) [22], and H, C stand for the V-Measure coordinates, i.”
- Time-series clustering - A decade review (2015, background): “Hence, in [227], authors suggest a corrected-for-chance version of the RI which works better than RI and many other indices [228,229].”
- One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning (2023, methodology): “To measure the correctness of semantic grouping by AdaPromptCL, we adopt two widely-used clustering metrics: Adjusted Rand Index (ARI) (Steinley, 2004) and Normalized Mutual Information (NMI) (Hubert & Arabie, 1985).”
- The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen’s Kappa and Brier Score in Binary Classification Assessment (2021, methodology): “It can be shown that Cohen’s Kappa is equivalent to the Hubert-Arabie adjusted Rand index [39], that has been employed in cluster analysis for quantifying agreement between two partitions [40].”
- Comparing clusterings---an information based distance (2007, neutral): “the second kind S(n,K) [17].”
- Inequalities Between Kappa and Kappa-Like Statistics for k×k Tables (2010, background): “Warrens (2008e) proved that the 2 × 2 kappa is equivalent to the Hubert–Arabie (1985) adjusted Rand index for cluster validation (cf. Steinley, 2004).”
- Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance (2010, background): “…are discussed in Meil˘ a (2007), all suffering from two major problems which have long been known in the clustering comparing literature (Dom, 2001; Steinley, 2004; Meil˘ a, 2007) namely: (i) the number of clusters in the two clusterings may be different, making this approach problematic, since…”