<p>An ad-hoc object with a set of bivariate data points synthetically generated by sampling from a four component GMM and their corresponding labels indicating which component of the mixture generated each data point.</p>

datasets

Unsupervised, multivariate, binary clustering for meaningful annotation of data, taking into account the uncertainty in the data. A specific constructor for trajectory analysis in movement ecology yields behavioural annotation of trajectories based on estimated local measures of velocity and turning angle, eventually with solar position covariate as a daytime indicator, ("Expectation-Maximization Binary Clustering for Behavioural Annotation").

Joan Garriga

EMbC

Expectation-Maximization Binary Clustering

x2d function

<p>See parameter <code>X</code> of the embc constructor.</p>

x2d: Synthetic 2D object used in the examples

Description

Arguments

Format