Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets


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Documentation for package ‘simuclustfactor’ version 0.0.3

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attributes.simultaneous-class Simultaneous results attributes
attributes.tandem-class Tandem results attributes
fit.3fkmeans 3FKMeans Model
fit.3fkmeans-method 3FKMeans Model
fit.ct3clus CT3Clus Model
fit.ct3clus-method CT3Clus Model
fit.t3clus T3Clus Model
fit.t3clus-method T3Clus Model
fit.twcfta TWCFTA model
fit.twcfta-method TWCFTA model
fit.twfcta TWFCTA model
fit.twfcta-method TWFCTA model
fold Folding Matrix to Tensor by Mode.
generate_dataset Three-Mode Dataset Generator for Simulations
generate_rmfm Random Membership Function Matrix Generator
onekmeans One-run of the K-means clustering technique
pseudof.full PseudoF Score in the Full-Space
pseudof.reduced PseudoF Score in the Reduced-Space
simultaneous Simultaneous Model Constructor
simultaneous-class Simultaneous Model
tandem Initializes an instance of the tandem model required by the tandem methods.
tandem-class Tandem Class
unfold Tensor Matricization