dtwclustFamily

dtwclustFamily-class


Formal S4 class with a family of functions used in <code><a rd-options="" href="/link/dtwclust?package=dtwclust&version=2.1.2" data-mini-rdoc="dtwclust::dtwclust">dtwclust</a></code>.


Time series clustering along with optimized techniques related
to the Dynamic Time Warping distance and its corresponding lower bounds.
Implementations of partitional, hierarchical, fuzzy, k-Shape and TADPole
clustering are available. Functionality can be easily extended with
custom distance measures and centroid definitions.

Alexis Sarda

dtwclust

Time Series Clustering Along with Optimizations for the Dynamic
Time Warping Distance

dtwclustFamily-class function

 <dl>
<dt><code>dist</code></dt><dd>The function to calculate the distance matrices.</dd> <dt><code>allcent</code></dt><dd>The function to calculate centroids at each iteration.</dd> <dt><code>cluster</code></dt><dd>The function used to assign a series to a cluster.</dd> <dt><code>preproc</code></dt><dd>The function used to preprocess the data (relevant for <code><a rd-options="stats" href="/link/predict?package=dtwclust&version=2.1.2&to=stats" data-mini-rdoc="stats::predict">predict</a></code>).</dd> </dl>

Slots


Formal S4 class with a family of functions used in <code><a rd-options='' href='dtwclust'>dtwclust</a></code>.


dtwclustFamily-class: Class definition for `dtwclustFamily`

Description

Arguments

Slots

Details