superbiclust: Generating Robust Biclusters from a Bicluster Set (Ensemble
Biclustering)
Biclusters are submatrices in the data matrix which
satisfy certain conditions of homogeneity. Package contains
functions for generating robust biclusters with respect to the
initialization parameters for a given bicluster solution
contained in a bicluster set in data, the procedure is also
known as ensemble biclustering. The set of biclusters is
evaluated based on the similarity of its elements (the
overlap), and afterwards the hierarchical tree is constructed
to obtain cut-off points for the classes of robust biclusters.
The result is a number of robust (or super) biclusters with
none or low overlap.
| Version: |
1.2 |
| Depends: |
biclust, fabia |
| Imports: |
methods, Matrix, graphics, stats |
| Published: |
2021-05-28 |
| Author: |
Tatsiana Khamiakova |
| Maintainer: |
Tatsiana Khamiakova <t.tavita at gmail.com> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
superbiclust results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=superbiclust
to link to this page.