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Ablation with Surrogates

This version of Efficient Ablation with surrogates is not maintained. You can find the maintained version as part of the Parameter Importance Package (PIMP).

Dependencies

  1. EPM https://bitbucket.org/mlindauer/epm
  2. Random Forest Run https://bitbucket.org/aadfreiburg/random_forest_run

Here are some example calls:

python scripts/evaluate.py --type epm --model rfr --scenario path_to_aclib_runs/scenario_name/Configurator/run-1/smac-output/aclib --dir ./Test --logy --all path_to_aclib_runs/scenario_name/Configurator
python scripts/evaluate.py --type epm --model rf --scenario path_to_aclib_runs/scenario_name/Configurator/run-1/smac-output/aclib --dir ./Test --logy