Clustering of Datasets


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Documentation for package ‘ClustBlock’ version 4.0.0

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ClustBlock-package Clustering of Datasets
catatis Perform the CATATIS method on different blocks from a CATA experiment
catatis_jar Perform the CATATIS method on Just About Right data.
catatis_rata Perform the CATATIS method on different blocks from a RATA experiment
change_cata_format Change format of CATA datasets to perform CATATIS or CLUSCATA function
change_cata_format2 Change format of CATA datasets to perform the package functions
cheese cheese Just About Right data
choc chocolates data
cluscata Perform a cluster analysis of subjects from a CATA experiment
cluscata_jar Perform a cluster analysis of subjects in a JAR experiment.
cluscata_kmeans Compute the CLUSCATA partitioning algorithm on different blocks from a CATA experiment. Can be performed using a multi-start strategy or initial partition provided by the user.
cluscata_kmeans_jar Perform a cluster analysis of subjects in a JAR experiment.
cluscata_rata Perform a cluster analysis of subjects from a RATA experiment
ClusMB Perform a cluster analysis of rows in a Multi-block context with the ClusMB method
clustatis Perform a cluster analysis of blocks of quantitative variables
clustatis_FreeSort Perform a cluster analysis of free sorting data
clustatis_FreeSort_kmeans Compute the CLUSTATIS partitionning algorithm on free sorting data
clustatis_kmeans Compute the CLUSTATIS partitioning algorithm on different blocks of quantitative variables. Can be performed using a multi-start strategy or initial partition provided by the user.
ClustBlock Clustering of Datasets
clustRowsOnStatisAxes Perform a cluster analysis of rows in a Multi-block context with clustering on STATIS axes
consistency_cata Test the consistency of each attribute in a CATA experiment
consistency_cata_panel Test the consistency of the panel in a CATA experiment
fish fish data
indicesClusters Compute the indices to evaluate the quality of the cluster partition in multi-block context
plot.catatis Displays the CATATIS graphs
plot.cluscata Displays the CLUSCATA graphs
plot.clustatis Displays the CLUSTATIS graphs
plot.statis Displays the STATIS graphs
preprocess_FreeSort Preprocessing for Free Sorting Data
preprocess_JAR Preprocessing for Just About Right Data
print.catatis Print the CATATIS results
print.cluscata Print the CLUSCATA results
print.clusRows Print the ClusMB or clustering on STATIS axes results
print.clustatis Print the CLUSTATIS results
print.statis Print the STATIS results
RATAchoc RATA data on chocolates
simil_groups_cata Testing the difference in perception between two predetermined groups of subjects in a CATA experiment
smoo smoothies data
statis Performs the STATIS method on different blocks of quantitative variables
statis_FreeSort Performs the STATIS method on Free Sorting data
straw strawberries data
summary.catatis Show the CATATIS results
summary.cluscata Show the CLUSCATA results
summary.clusRows Show the ClusMB or clustering on STATIS axes results
summary.clustatis Show the CLUSTATIS results
summary.statis Show the STATIS results