lowmemtkmeans: Low Memory Use Trimmed K-Means

Share:

Performs the trimmed k-means clustering algorithm with lower memory use. It also provides a number of utility functions such as BIC calculations.

Author
Andrew Thomas Jones, Hien Duy Nguyen
Date of publication
2016-09-15 08:14:13
Maintainer
Andrew Thomas Jones <andrewthomasjones@gmail.com>
License
GPL (>= 3)
Version
0.1.1

View on CRAN

Man pages

cluster_BIC
Calculates BIC for a given clustering.
nearest_cluster
Allocates each rw (observation) in data to the nearest...
scale_mat_inplace
Rescales a matrix in place.
tkmeans
Trimmed k-means clustering

Files in this package

lowmemtkmeans
lowmemtkmeans/tests
lowmemtkmeans/tests/testthat.R
lowmemtkmeans/tests/testthat
lowmemtkmeans/tests/testthat/test_three.rds
lowmemtkmeans/tests/testthat/test_one.rds
lowmemtkmeans/tests/testthat/test_multi_one.rds
lowmemtkmeans/tests/testthat/test_iris.R
lowmemtkmeans/tests/testthat/test_two.rds
lowmemtkmeans/tests/testthat/test_clust_one.rds
lowmemtkmeans/tests/testthat/test_BIC_one.rds
lowmemtkmeans/src
lowmemtkmeans/src/Makevars
lowmemtkmeans/src/tkmeans.cpp
lowmemtkmeans/src/Makevars.win
lowmemtkmeans/src/RcppExports.cpp
lowmemtkmeans/NAMESPACE
lowmemtkmeans/NEWS.md
lowmemtkmeans/R
lowmemtkmeans/R/RcppExports.R
lowmemtkmeans/R/wrapper.R
lowmemtkmeans/README.md
lowmemtkmeans/MD5
lowmemtkmeans/DESCRIPTION
lowmemtkmeans/man
lowmemtkmeans/man/scale_mat_inplace.Rd
lowmemtkmeans/man/tkmeans.Rd
lowmemtkmeans/man/nearest_cluster.Rd
lowmemtkmeans/man/cluster_BIC.Rd