sim30_mcaps: An 'mcaps' object from simulated data for examples

In fdacluster: Joint Clustering and Alignment of Functional Data

An mcaps object from simulated data for examples

Description

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.

fdacluster documentation built on July 9, 2023, 6:45 p.m.