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sskm: Stable Sparse K-Means
Achieve feature selection via taking subsamples of data and then running sparse k-means on each of the subsamples. Only maintain features that received positive weights a high proportion of times. Run standard k-means to cluster the data based on subset of features selected.
Getting started
Browse package contents
Package details |
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| Author | Abraham Apfel |
| Maintainer | Abraham Apfel <aba44@pitt.edu> |
| License | GPL-2 |
| Version | 1.0.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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