Clustering of Datasets


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Documentation for package ‘ClustBlock’ version 5.0.0

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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
cata_ryebread cata_ryebread data
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
cluscata_kmeans_jar Perform a cluster analysis of subjects in a JAR experiment
cluscata_liking Perform a cluster analysis of subjects on CATA/liking combination
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 partitioning algorithm on free sorting data
clustatis_kmeans Compute the CLUSTATIS partitioning algorithm on different blocks of quantitative variables
ClustBlock Clustering of Datasets
clustRowsOnStatisAxes Perform a cluster analysis of rows in a Multi-block context with clustering on STATIS axes
combinCATALiking Combination of CATA and liking data for CLUSCATA-liking
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
liking_ryebread liking_ryebread data
plot.catatis Displays the CATATIS graphs
plot.cluscata Displays the CLUSCATA graphs
plot.cluscata_liking Displays the CLUSCATA-liking graphs
plot.clusRows Displays the ClusMB and clustRowsOnstatisAxes graphs
plot.clustatis Displays the CLUSTATIS graphs
plot.statis Display the STATIS charts
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.cluscata_liking Print the CLUSCATA-liking 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.cluscata_liking Show the CLUSCATA-liking results
summary.clusRows Show the ClusMB or clustering on STATIS axes results
summary.clustatis Show the CLUSTATIS results
summary.statis Show the STATIS results