Package: simuclustfactor 0.0.3

Prosper Ablordeppey

simuclustfactor: Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets

Implements two iterative techniques called T3Clus and 3Fkmeans, aimed at simultaneously clustering objects and a factorial dimensionality reduction of variables and occasions on three-mode datasets developed by Vichi et al. (2007) <doi:10.1007/s00357-007-0006-x>. Also, we provide a convex combination of these two simultaneous procedures called CT3Clus and based on a hyperparameter alpha (alpha in [0,1], with 3FKMeans for alpha=0 and T3Clus for alpha= 1) also developed by Vichi et al. (2007) <doi:10.1007/s00357-007-0006-x>. Furthermore, we implemented the traditional tandem procedures of T3Clus (TWCFTA) and 3FKMeans (TWFCTA) for sequential clustering-factorial decomposition (TWCFTA), and vice-versa (TWFCTA) proposed by P. Arabie and L. Hubert (1996) <doi:10.1007/978-3-642-79999-0_1>.

Authors:Prosper Ablordeppey [aut, cre], Adelaide Freitas [ctb], Giorgia Zaccaria [ctb]

simuclustfactor_0.0.3.tar.gz
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simuclustfactor.pdf |simuclustfactor.html✨
simuclustfactor/json (API)
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14 exports 0.00 score 2 dependencies 12 scripts 150 downloads

Last updated 2 years agofrom:90f0b9e9bf. Checks:OK: 2. Indexed: yes.

Exports:fit.3fkmeansfit.ct3clusfit.t3clusfit.twcftafit.twfctafoldgenerate_datasetgenerate_rmfmonekmeanspseudof.fullpseudof.reducedsimultaneoustandemunfold

Dependencies:rbibutilsRdpack