tropea_clustering.plot.plot_medoids_uni

tropea_clustering.plot.plot_medoids_uni(title, input_data, labels, output_to_file=False)[source]

Compute and plot the average signal sequence inside each state.

Parameters:

  • title (str) – The path of the .png file the figure will be saved as.

  • input_data (ndarray of shape (n_particles * n_seq, delta_t)) – The input data array, in the format required by Onion Clustering.

  • labels (ndarray of shape (n_particles * n_seq,)) – The output of the clustering algorithm.

  • output_to_file (bool, default = False.) – If True, saves files with the cluster medoids.

  • cluster (For each)

  • (shaded (the average (solid line) and standard deviation)

  • unclassififed (area) of the signal sequences contained in it is shown. The)

  • purple. (seqeunces are shown individually in)