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#  https://github.com/lardemua/atom

# this yml file contains variables to be used in conjunction with batch.yml

# Auxiliary variables, to be used to render other fields in the template.yml.j2 file
package_path: "package://rrbot_calibration"
dataset_path: '$ATOM_DATASETS/rrbot/train'

# Runs are repetitions of the experiments for gathering statistically significant results
runs: [1,2]

cross_validation:
  type: "stratified-k-fold" 
  n_splits: 3 # Number of folds
  train_size: # Percentage of the dataset used for training, only used in StratifiedShuffleSplit

# Experiments are executions with a set of input parameters
experiments:

  # One pattern
  - {name: nig_0.1, nig_value: 0.1}
  - {name: nig_0.2, nig_value: 0.2}