Clustering of Datasets

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Documentation for package ‘ClustBlock’ version 2.1.1

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catatis Perform the CATATIS method on different blocks of binary data from a CATA experiment
change_cata_format Change format of CATA datasets to perform CATATIS or CLUSCATA function
choc chocolates data
cluscata Perform a cluster analysis of blocks of binary variables from a CATA experiment
cluscata_kmeans Compute the CLUSCATA partitionning algorithm on different blocks of binary variables from a CATA experiment. Can be performed using a multi start strategy or initial partition provided by the user
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 partitionning algorithm on different blocks of quantitative variables. Can be performed using a multi start strategy or initial partition provided by the user
consistency_cata Test the consistency of each attribute in a CATA experiment
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
print.catatis Print the CATATIS results
print.cluscata Print the CLUSCATA results
print.clustatis Print the CLUSTATIS results
print.statis Print the STATIS results
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.clustatis Show the CLUSTATIS results
summary.statis Show the STATIS results