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Contents

  • The Energy Fault Detector package
    • Config
    • FaultDetector
    • quick_fault_detector()
    • energy_fault_detector.anomaly_scores
    • energy_fault_detector.autoencoders
    • energy_fault_detector.config
    • energy_fault_detector.core
    • energy_fault_detector.data_preprocessing
    • energy_fault_detector.data_splitting
    • energy_fault_detector.evaluation
      • energy_fault_detector.evaluation.care2compare
      • energy_fault_detector.evaluation.care_score
    • energy_fault_detector.quick_fault_detection
    • energy_fault_detector.root_cause_analysis
    • energy_fault_detector.threshold_selectors
    • energy_fault_detector.utils
    • energy_fault_detector.fault_detector
    • energy_fault_detector.main
    • energy_fault_detector.registration
  • Usage examples
  • Logging Configuration
energy_fault_detector
  • energy_fault_detector
  • energy_fault_detector.evaluation
  • View page source

energy_fault_detector.evaluation

Evaluation classes and methods, including the CARE-Score and Care2CompareDataset.

  • energy_fault_detector.evaluation.care2compare
    • Care2CompareDataset
      • Care2CompareDataset.get_event_info()
      • Care2CompareDataset.iter_datasets()
      • Care2CompareDataset.format_event_dataset()
      • Care2CompareDataset.iter_formatted_datasets()
      • Care2CompareDataset.load_event_dataset()
      • Care2CompareDataset.load_and_format_event_dataset()
      • Care2CompareDataset.iter_train_datasets_per_asset()
      • Care2CompareDataset.update_c2c_config()
      • 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()
  • energy_fault_detector.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()
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