Uses locality sensitive hashing and creates a neighbourhood graph for a data set and calculates the adjusted rank index value for the same. It uses Gaussian random planes to decide the nature of a given point. Datar, Mayur, Nicole Immorlica, Piotr Indyk, and Vahab S. Mirrokni(2004) <doi:10.1145/997817.997857>.
| Version: | 0.2.0 |
| Depends: | igraph, stringdist, reshape2, lsa |
| Imports: | stats, flexclust |
| Published: | 2017-09-15 |
| DOI: | 10.32614/CRAN.package.AurieLSHGaussian |
| Author: | Aritra Banerjee |
| Maintainer: | Aritra Banerjee <aritra306 at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | AurieLSHGaussian results |
| Reference manual: | AurieLSHGaussian.html , AurieLSHGaussian.pdf |
| Package source: | AurieLSHGaussian_0.2.0.tar.gz |
| Windows binaries: | r-devel: AurieLSHGaussian_0.2.0.zip, r-release: AurieLSHGaussian_0.2.0.zip, r-oldrel: AurieLSHGaussian_0.2.0.zip |
| macOS binaries: | r-release (arm64): AurieLSHGaussian_0.2.0.tgz, r-oldrel (arm64): AurieLSHGaussian_0.2.0.tgz, r-release (x86_64): AurieLSHGaussian_0.2.0.tgz, r-oldrel (x86_64): AurieLSHGaussian_0.2.0.tgz |
| Old sources: | AurieLSHGaussian archive |
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