Package: Ghost 0.1.0
Ghost: Missing Data Segments Imputation in Multivariate Streams
Helper functions provide an accurate imputation algorithm for reconstructing the missing segment in a multi-variate data streams. Inspired by single-shot learning, it reconstructs the missing segment by identifying the first similar segment in the stream. Nevertheless, there should be one column of data available, i.e. a constraint column. The values of columns can be characters (A, B, C, etc.). The result of the imputed dataset will be returned a .csv file. For more details see Reza Rawassizadeh (2019) <doi:10.1109/TKDE.2019.2914653>.
Authors:
Ghost_0.1.0.tar.gz
Ghost_0.1.0.zip(r-4.7-any)Ghost_0.1.0.zip(r-4.6-any)Ghost_0.1.0.zip(r-4.5-any)
Ghost_0.1.0.tgz(r-4.6-any)Ghost_0.1.0.tgz(r-4.5-any)
Ghost_0.1.0.tar.gz(r-4.7-any)Ghost_0.1.0.tar.gz(r-4.6-any)
Ghost_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
Ghost/json (API)
| # Install 'Ghost' in R: |
| install.packages('Ghost', repos = c('https://siyavashshabani.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/siyavashshabani/ghost/issues
Last updated from:71aa751ef4. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 111 | ||
| source / vignettes | OK | 147 | ||
| linux-release | NOTE | 116 | ||
| macos-release | NOTE | 163 | ||
| macos-oldrel | NOTE | 185 | ||
| windows-devel | NOTE | 70 | ||
| windows-release | NOTE | 52 | ||
| windows-oldrel | NOTE | 58 | ||
| wasm-release | OK | 102 |
Exports:reconstructsaxTransform
Dependencies:R6
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| reconstruct: Missing Data Segments Imputation in Multivariate Streams | reconstruct |
| saxTransform | saxTransform |