sim_hil_2_cfg.yml

general_paths:
  path_to_data_folder: "absolute_path_to_the_folder_containing_the_data_downloaded_from_zenodo"
  path_to_results_folder: "absolute_path_to_your_results_folder"

HiL_configurations:
  n_runs: 5  # Number of hil repetitions
  n_loops: ["init", 1, 2, 3, 4]  # Initialization and number of loops per hil experiment

  # Set this to True if you want to create in each loop a clustering plot. Keep in mind that this could take a while
  # depending on your computer and data you provide.
  clustering_plot_in_each_loop: False

experiment_setting:
  experiment_name: "cluster_specific" # Options of sampling strategy: cluster_specific or random
  main_cluster: 3  # 2 (cluster with lowest F1 score) or 3 (largest cluster)

OPT:
  - classifier: SVC
    params:
      class_weight: balanced
      cache_size: 10000
      kernel: rbf
      max_iter: -1
      probability: true
      break_ties: true