config_files/algorithm/experiment_test.json

[
  {
    "pipeline_step": "instance_augmentation",
    "augmentation_params":{"method":"SMOTE", "no_samples":2,
        "feature_selection": ["ratio_top_20_variants", "epa_normalized_sequence_entropy_linear_forgetting"]},
    "input_path": "data/bpic_features.csv",
    "output_path": "output"
  },
  {
    "pipeline_step": "event_logs_generation",
    "output_path": "output/features/2_bpic_features/2_ense_rmcv_feat.csv",
    "output_path": "data/test",
    "generator_params": {
      "experiment": "data/grid_objectives.csv",
      "experiment": {"input_path": "data/2_bpic_features.csv",
        "objectives": ["ratio_top_20_variants", "epa_normalized_sequence_entropy_linear_forgetting"]},
      "experiment": [
          {"epa_normalized_sequence_entropy_linear_forgetting": 0.2, "ratio_top_20_variants": 0.4},
          {"epa_normalized_sequence_entropy_linear_forgetting": 0.4, "ratio_top_20_variants": 0.7}
        ],
      "experiment": {"epa_normalized_sequence_entropy_linear_forgetting": 0.2, "ratio_top_20_variants": 0.4},
      "config_space": {
        "mode": [5, 20],
        "sequence": [0.01, 1],
        "choice": [0.01, 1],
        "parallel": [0.01, 1],
        "loop": [0.01, 1],
        "silent": [0.01, 1],
        "lt_dependency": [0.01, 1],
        "num_traces": [10, 100],
        "duplicate": [0],
        "or": [0]
      },
      "n_trials": 2
    }
  },
  {
    "pipeline_step": "feature_extraction",
    "input_path": "data/test",
    "feature_params": {"feature_set":["trace_length"]},
    "output_path": "output/plots",
    "real_eventlog_path": "data/bpic_features.csv",
    "plot_type": "boxplot"
  },
  {
    "pipeline_step": "benchmark_test",
    "benchmark_test": "discovery",
    "input_path":"data/test",
    "output_path":"output",
    "miners" : ["inductive", "heuristics", "imf", "ilp"]
  }
]