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-4.5)pdc_1.1.0.zip(r-4.4)pdc_1.1.0.zip(r-4.3)
pdc_1.1.0.tgz(r-4.4-x86_64)pdc_1.1.0.tgz(r-4.4-arm64)pdc_1.1.0.tgz(r-4.3-x86_64)pdc_1.1.0.tgz(r-4.3-arm64)
pdc_1.1.0.tar.gz(r-4.5-noble)pdc_1.1.0.tar.gz(r-4.4-noble)
pdc_1.1.0.tgz(r-4.4-emscripten)pdc_1.1.0.tgz(r-4.3-emscripten)
pdc.pdf |pdc.html✨
pdc/json (API)
NEWS
| # 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
- 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 2 years agofrom:9ce69aea5f. Checks:ERROR: 1 WARNING: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | FAIL | Oct 31 2024 |
| R-4.5-win-x86_64 | WARNING | Oct 31 2024 |
| R-4.5-linux-x86_64 | WARNING | Oct 31 2024 |
| R-4.4-win-x86_64 | WARNING | Oct 31 2024 |
| R-4.4-mac-x86_64 | WARNING | Oct 31 2024 |
| R-4.4-mac-aarch64 | WARNING | Oct 31 2024 |
| R-4.3-win-x86_64 | WARNING | Oct 31 2024 |
| R-4.3-mac-x86_64 | WARNING | Oct 31 2024 |
| R-4.3-mac-aarch64 | WARNING | Oct 31 2024 |
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 |
