tropea_clustering.plot.plot_medoids_uni

tropea_clustering.plot.plot_medoids_uni(title, input_data, labels)[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_windows, tau_window)) – The input data array.

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

Notes

  • If all the points are classified, we still need the “-1” state for consistency.

  • Prints the output to files.