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A new method to implement clustering from multiple modality data of certain samples, the function M2SMjF() jointly factorizes multiple similarity matrices into a shared sub-matrix and several modality private sub-matrices, which is further used for clustering. Along with this method, we also provide function to calculate the similarity matrix and function to evaluate the best cluster number from the original data.
| Version: | 1.0 |
| Depends: | R (≥ 3.4.0) |
| Imports: | dplyr, MASS, stats |
| Suggests: | knitr, rmarkdown |
| Published: | 2020-11-23 |
| DOI: | 10.32614/CRAN.package.M2SMJF |
| Author: | Xiaoyao Yin [aut, cre] |
| Maintainer: | Xiaoyao Yin <yinxy1992 at sina.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | M2SMJF results |
| Reference manual: | M2SMJF.pdf |
| Vignettes: |
An Introduction to the package M2SMJF |
| Package source: | M2SMJF_1.0.tar.gz |
| Windows binaries: | r-devel: M2SMJF_1.0.zip, r-release: M2SMJF_1.0.zip, r-oldrel: M2SMJF_1.0.zip |
| macOS binaries: | r-release (arm64): M2SMJF_1.0.tgz, r-oldrel (arm64): M2SMJF_1.0.tgz, r-release (x86_64): M2SMJF_1.0.tgz, r-oldrel (x86_64): M2SMJF_1.0.tgz |
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These binaries (installable software) and packages are in development.
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