The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
An implementation of several machine learning algorithms for multivariate time series. The package includes functions allowing the execution of clustering, classification or outlier detection methods, among others. It also incorporates a collection of multivariate time series datasets which can be used to analyse the performance of new proposed algorithms. Some of these datasets are stored in GitHub data packages 'ueadata1' to 'ueadata8'. To access these data packages, run 'install.packages(c('ueadata1', 'ueadata2', 'ueadata3', 'ueadata4', 'ueadata5', 'ueadata6', 'ueadata7', 'ueadata8'), repos='<https://anloor7.github.io/drat/>')'. The installation takes a couple of minutes but we strongly encourage the users to do it if they want to have available all datasets of mlmts. Practitioners from a broad variety of fields could benefit from the general framework provided by 'mlmts'.
| Version: | 1.1.2 |
| Depends: | R (≥ 4.0.0) |
| Imports: | quantspec, waveslim, Rfast, TSclust, forecast, tseries, TSA, tsfeatures, tseriesChaos, freqdom, e1071, dtw, base, psych, complexplus, MTS, Matrix, ggplot2, multiwave, MASS, fda.usc, TSdist, geigen, DescTools, pracma, pspline, Rdpack, stats, ClusterR, AID, caret, ranger, igraph, randomForest |
| Suggests: | ueadata1, ueadata2, ueadata3, ueadata4, ueadata5, ueadata6, ueadata7, ueadata8, testthat (≥ 3.0.0) |
| Published: | 2024-08-18 |
| DOI: | 10.32614/CRAN.package.mlmts |
| Author: | Angel Lopez-Oriona [aut, cre], Jose A. Vilar [aut] |
| Maintainer: | Angel Lopez-Oriona <oriona38 at hotmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Additional_repositories: | https://anloor7.github.io/drat/ |
| CRAN checks: | mlmts results |
| Reference manual: | mlmts.pdf |
| Package source: | mlmts_1.1.2.tar.gz |
| Windows binaries: | r-devel: mlmts_1.1.2.zip, r-release: mlmts_1.1.2.zip, r-oldrel: mlmts_1.1.2.zip |
| macOS binaries: | r-release (arm64): mlmts_1.1.2.tgz, r-oldrel (arm64): mlmts_1.1.2.tgz, r-release (x86_64): mlmts_1.1.2.tgz, r-oldrel (x86_64): mlmts_1.1.2.tgz |
| Old sources: | mlmts archive |
Please use the canonical form https://CRAN.R-project.org/package=mlmts to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.