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An mcaps object from simulated data for examples

Source: R/data.R
sim30_mcaps.Rd

An object of class mcaps storing the result of the compare_caps() function applied on the data set simulated30_sub for comparing the clustering structures found by the fdakmeans() function with mean centroid type used with various classes of warping functions and varying number of clusters.

Usage

sim30_mcaps

Format

An object of class mcaps which is effectively a tibble::tibble with 5 columns and as many rows as there are clustering strategies to compare. The 5 column-variables are:

  • n_clusters: The number of clusters;

  • clustering_method: The clustering method;

  • warping_class: The class of warping functions used for curve alignment;

  • centroid_type: The type of centroid used to compute a cluster representative;

  • caps_obj: The result of the corresponding clustering strategy as objects of class caps.