Other packages > Find by keyword >

skm  

Selective k-Means
View on CRAN: Click here


Download and install skm package within the R console
Install from CRAN:
install.packages("skm")

Install from Github:
library("remotes")
install_github("cran/skm")

Install by package version:
library("remotes")
install_version("skm", "0.1.5.4")



Attach the package and use:
library("skm")
Maintained by
Guang Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-01-23
Latest Update: 2017-01-23
Description:
Algorithms for solving selective k-means problem, which is defined as finding k rows in an m x n matrix such that the sum of each column minimal is minimized. In the scenario when m == n and each cell value in matrix is a valid distance metric, this is equivalent to a k-means problem. The selective k-means extends the k-means problem in the sense that it is possible to have m != n, often the case m < n which implies the search is limited within a small subset of rows. Also, the selective k-means extends the k-means problem in the sense that the instance in row set can be instance not seen in the column set, e.g., select 2 from 3 internet service provider (row) for 5 houses (column) such that minimize the overall cost (cell value) - overall cost is the sum of the column minimal of the selected 2 service provider.
How to cite:
Guang Yang (2017). skm: Selective k-Means. R package version 0.1.5.4, https://cran.r-project.org/web/packages/skm. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:05), 0.1.5.4 (2017-01-23 08:22)
Other packages that cited skm R package
View skm citation profile
Other R packages that skm depends, imports, suggests or enhances
Complete documentation for skm
Functions, R codes and Examples using the skm R package
Some associated functions: col_max_idx . col_max_val . col_min_idx . col_min_val . col_rgn_val . dist_wlatlng . dist_wlatlng_cpp . skmRpl_mlp_cpp . skmSolution . skm_gdp_cpp . skm_minmax_cpp . skm_mlp_cpp . skm_mls . skm_mls_cpp . skm_rgi_cpp . skm_rgs_cpp . skm_sgl_cpp . source_zip_list . stratified_sampling . zip2012 . 
Some associated R codes: RcppExports.R .  Full skm package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA