FuzzyClust Shiny App
The app applies fuzzy c-means clustering to multi-variate data. The parameters of the algorithm are calculated automatically or can be chosen from validation indices. You can test the app at computproteomics.bmb.sdu.dk
Fuzzy c-means clustering Parameters are estimated according to Schwämmle, V. and Jensen, O. N. A simple and fast method to determine the parameters for fuzzy c-means cluster analysis. Bioinformatics, 2010, 26, 2841-2848. PubMed
Input file is csv containing only the to-be-clustered values and optionally row and column names. Output file provides membership values. Be aware that cluster members with a maximum membership value below 0.5 are not shown in the figure and should no be considered.
How do I run the program?
For bug reports and general problems, please submit an issue.