evaluation

Benchmark metrics and dataset loaders for evaluating fault-detection models.

• evaluation.care2compare
  • Care2CompareDataset
    • Care2CompareDataset.format_event_dataset()
    • Care2CompareDataset.get_event_info()
    • Care2CompareDataset.iter_datasets()
    • Care2CompareDataset.iter_formatted_datasets()
    • Care2CompareDataset.iter_train_datasets_per_asset()
    • Care2CompareDataset.load_and_format_event_dataset()
    • Care2CompareDataset.load_event_dataset()
    • Care2CompareDataset.update_c2c_config()
• evaluation.care_score
  • CAREScore
    • CAREScore.calculate_avg_accuracy()
    • CAREScore.calculate_avg_coverage()
    • CAREScore.calculate_avg_earliness()
    • CAREScore.calculate_reliability()
    • CAREScore.create_ground_truth()
    • CAREScore.evaluate_event()
    • CAREScore.evaluated_events
    • CAREScore.get_final_score()
    • CAREScore.load_evaluated_events()
    • CAREScore.save_evaluated_events()
• evaluation.predist_dataset
  • PreDistDataset
    • PreDistDataset.events
    • PreDistDataset.FAULT_HOURS_AFTER
    • PreDistDataset.FAULT_HOURS_BEFORE
    • PreDistDataset.create_normal_flag()
    • PreDistDataset.get_event_data()
    • PreDistDataset.load_substation_data()