The package FreeSortR provides tools for describing and analysing free sorting data. Main methods are computation of consensus partition and factorial analysis of the dissimilarity matrix between stimuli (using multidimensional scaling approach).

R (>= 3.1), methods, smacof, vegan, ellipse

Provides tools for describing and analysing free sorting data. Main methods are computation of consensus partition and factorial analysis of the dissimilarity matrix between stimuli (using multidimensional scaling approach).

c(
person("Robert", "Epstein",, "re@aibrt.org", "aut"),
person("Thomas", "Boulier",, "thomas.boulier@polytechnique.edu", "aut"),
person(c("Ronald", "E."), "Robertson",, "rrobertson@aibrt.org", c("cre", "aut")),
person("Jonathan", "Mejia",, "mejiajon@yahoo.com", "ctb"),
person("AIBRT", email = "info@aibrt.org", role = "cph")
)
Frequency Profiles Computing and Plotting
Tools for generating an informative type of line graph, the frequency profile,
which allows single behaviors, multiple behaviors, or the specific behavioral patterns
of individual subjects to be graphed from occurrence/nonoccurrence behavioral data.
Robert Epstein [aut],
Thomas Boulier [aut],
Ronald E. Robertson [cre, aut],
Jonathan Mejia [ctb],
AIBRT [cph]

Has two functions to help with calculating feature selection stability. 'Lump' is a function that groups subset vectors into a dataframe, and adds NA to shorter vectors so they all have the same length.
'ASM' is a function that takes a dataframe of subset vectors and the original vector of features as inputs, and calculates the Stability of the feature selection.
The calculation for 'asm' uses the Adjusted Stability Measure proposed in: 'Lustgarten', 'Gopalakrishnan', & 'Visweswaran' (2009)<https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2815476/>.

Functional Cheng and Church Bi-Clustering
Agostino Torti [aut, cre], Marta Galvani [aut, cre], Alessandra Menafoglio [aut], Simone Vantini[aut]
The FunCC algorithm allows to apply the FunCC algorithm to simultaneously cluster the rows and the columns of a data matrix whose inputs are functions.
narray, biclust, reshape, RColorBrewer, ggplot2