Learn R Programming

pdc (version 1.0.3)

Permutation Distribution Clustering

Description

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.

Copy Link

Version

Install

install.packages('pdc')

Monthly Downloads

747

Version

1.0.3

License

GPL (>= 3)

Last Published

September 28th, 2015

Functions in pdc (1.0.3)

loo1nn

Leave-one-out One-nearest-neighbor Evaluation
rasterPlot

Dendrogram Plot with Images
pdc-package

Permutation Distribution Clustering
complex.shapes

Shape Signatures of Fish, Glasses, and Bottles
star.shapes

Shape Signatures of Stars
codebook

Codebook
distance

Codebook Dissimliarities
pdcDist

Permutation Distribution Clustering Distance Matrix
pdclust

Permutation Distribution Clustering
entropyHeuristic

Minimum Entropy Heuristic (MinE)
mdsPlot

Multidimensional Scaling Plot
traceImage

Shape Tracing of an Image