Package: pdc 1.1.0
pdc: Permutation Distribution Clustering
Permutation Distribution Clustering is a clustering method for time series. Dissimilarity of time series is formalized as the divergence between their permutation distributions. The permutation distribution was proposed as measure of the complexity of a time series.
Authors:
pdc_1.1.0.tar.gz
pdc_1.1.0.zip(r-4.7-x86_64)pdc_1.1.0.zip(r-4.7-arm64)pdc_1.1.0.zip(r-4.6-x86_64)pdc_1.1.0.zip(r-4.6-arm64)pdc_1.1.0.zip(r-4.5-x86_64)
pdc_1.1.0.tgz(r-4.6-x86_64)pdc_1.1.0.tgz(r-4.6-arm64)pdc_1.1.0.tgz(r-4.5-x86_64)pdc_1.1.0.tgz(r-4.5-arm64)
pdc_1.1.0.tar.gz(r-4.7-arm64)pdc_1.1.0.tar.gz(r-4.7-x86_64)pdc_1.1.0.tar.gz(r-4.6-arm64)pdc_1.1.0.tar.gz(r-4.6-x86_64)
pdc_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
pdc/json (API)
| # Install 'pdc' in R: |
| install.packages('pdc', repos = c('https://brandmaier.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/brandmaier/pdc/issues
Pkgdown/docs site:https://brandmaier.github.io
- complex.shapes - Shape Signatures of Fish, Glasses, and Bottles
- complex.shapes.raw - Shape Signatures of Fish, Glasses, and Bottles
- star.shapes - Shape Signatures of Stars
- star.shapes.raw - Shape Signatures of Stars
Last updated from:9ce69aea5f. Checks:13 WARNING, 1 ERROR, 1 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | WARNING | 83 | ||
| linux-devel-x86_64 | WARNING | 109 | ||
| source / vignettes | ERROR | 152 | ||
| linux-release-arm64 | WARNING | 76 | ||
| linux-release-x86_64 | WARNING | 104 | ||
| macos-release-arm64 | WARNING | 114 | ||
| macos-release-x86_64 | WARNING | 381 | ||
| macos-oldrel-arm64 | WARNING | 116 | ||
| macos-oldrel-x86_64 | WARNING | 220 | ||
| windows-devel-arm64 | WARNING | 292 | ||
| windows-devel-x86_64 | WARNING | 122 | ||
| windows-release-arm64 | WARNING | 267 | ||
| windows-release-x86_64 | WARNING | 80 | ||
| windows-oldrel-x86_64 | WARNING | 78 | ||
| wasm-release | OK | 79 |
Exports:codebookconvert.imageconvertImageentropy.heuristicentropyHeuristichellinger.distancehellingerDistanceloo1nnmds.plotmdsPlotpdc.distpdcDistpdclustrasterPlotsquared.hellinger.distancesquaredHellingerDistancesymmetric.alpha.divergencesymmetricAlphaDivergencetrace.imagetraceImage
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Permutation Distribution Clustering | pdc-package pdc |
| Codebook | codebook |
| Shape Signatures of Fish, Glasses, and Bottles | complex.shapes complex.shapes.raw |
| Codebook Dissimliarities | hellinger.distance hellingerDistance squared.hellinger.distance squaredHellingerDistance symmetric.alpha.divergence symmetricAlphaDivergence |
| Minimum Entropy Heuristic (MinE) | entropy.heuristic entropyHeuristic plot.mine print.mine summary.mine |
| Leave-one-out One-nearest-neighbor Evaluation | loo1nn |
| Multidimensional Scaling Plot | mds.plot mdsPlot |
| Permutation Distribution Clustering Distance Matrix | pdc.dist pdcDist |
| Permutation Distribution Clustering | pdclust plot.pdclust print.pdclust str.pdclust |
| Dendrogram Plot with Images | rasterPlot |
| Shape Signatures of Stars | star.shapes star.shapes.raw |
| Shape Tracing of an Image | convert.image convertImage trace.image traceImage |