Introduction | Criteria for Outlyingness | Example | Example data | Leader clustering | Parameter Tuning | Bibiliography
Package: probout 1.1.2
Chris Fraley
probout: Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations from a nonparametric outlier statistic.
Authors:
probout_1.1.2.tar.gz
probout_1.1.2.tar.gz(r-4.7-arm64)probout_1.1.2.tar.gz(r-4.7-x86_64)probout_1.1.2.tar.gz(r-4.6-arm64)probout_1.1.2.tar.gz(r-4.6-x86_64)
probout_1.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
probout/json (API)
| # Install 'probout' in R: |
| install.packages('probout', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:b6a31d64aa. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 126 | ||
| linux-devel-x86_64 | OK | 133 | ||
| source / vignettes | OK | 343 | ||
| linux-release-arm64 | OK | 166 | ||
| linux-release-x86_64 | OK | 133 | ||
| wasm-release | OK | 115 |
Exports:allProbleaderlogdensLWradiusOutlierStatisticpartProbsimData
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Outlier probabilities for all observations | allProb |
| Leader Algorithm for Data Partitioning | leader |
| Log Density for Gaussian Mixture Model | logdens |
| Wilkinson's default leader-partitioning radius | LWradius |
| Nonparametric Outlier Statistic | OutlierStatistic |
| Partition outlier probabilities | partProb |
| Simulates observations for outlier determination. | simData |