Efficient Computations of Standard Clustering Comparison
Measures
c(
person("Julien", "Chiquet", role = c("aut", "cre"), email = "julien.chiquet@inra.fr",
comment = c(ORCID = "0000-0002-3629-3429")),
person("Guillem", "Rigaill", role = "aut", email = "guillem.rigaill@inra.fr"),
person("Valentin", "Dervieux", role = "ctb", email = "valentin.dervieux@gmail.com")
)
Implements an efficient O(n) algorithm based on bucket-sorting for
fast computation of standard clustering comparison measures. Available measures
include adjusted Rand index (ARI), normalized information distance (NID),
normalized mutual information (NMI), normalized variation information (NVI) and
entropy, as described in Vinh et al (2009) <doi:10.1145/1553374.1553511>.
Julien Chiquet [aut, cre] (<https://orcid.org/0000-0002-3629-3429>),
Guillem Rigaill [aut],
Valentin Dervieux [ctb]

Implements an efficient O(n) algorithm based on bucket-sorting for
fast computation of standard clustering comparison measures. Available measures
include adjusted Rand index (ARI), normalized information distance (NID),
normalized mutual information (NMI), adjusted mutual information (AMI),
normalized variation information (NVI) and entropy, as described in Vinh et al (2009)
<doi:10.1145/1553374.1553511>.

c(
person("Julien", "Chiquet", role = c("aut", "cre"), email = "julien.chiquet@inrae.fr",
comment = c(ORCID = "0000-0002-3629-3429")),
person("Guillem", "Rigaill", role = "aut", email = "guillem.rigaill@inrae.fr"),
person("Martina", "Sundqvist", role = "aut", email = "martina.sundqvist@agroparistech.fr"),
person("Valentin", "Dervieux", role = "ctb", email = "valentin.dervieux@gmail.com")
)
Implements an efficient O(n) algorithm based on bucket-sorting for
fast computation of standard clustering comparison measures. Available measures
include adjusted Rand index (ARI), normalized information distance (NID),
normalized mutual information (NMI), adjusted mutual information (AMI),
normalized variation information (NVI) and entropy, as described in Vinh et al (2009)
<doi:10.1145/1553374.1553511>. Include AMI (Adjusted Mutual Information) since version 0.1.2,
a modified version of ARI (MARI) and simple Chi-square distance since version 1.0.0.
Julien Chiquet [aut, cre] (<https://orcid.org/0000-0002-3629-3429>),
Guillem Rigaill [aut],
Martina Sundqvist [aut],
Valentin Dervieux [ctb]
Archived on 2022-09-04 as issues were not corrected in
time.