Evaluation

• First, we need data
  • Datasets Descriptions
  • Datasets characteristics
• Introduction
  • Time Series Notation
  • Anomaly Score Sequence
• Threshold-based Evaluation
  • Generic Threshold-based measures
  • Threshold-based Evaluation for time series
  • affiliation-based measures for time series
  • References
• AUC-based Evaluation
  • AUC-ROC
  • AUC-PR
• VUS-based Evaluation
  • Range-AUC-ROC and Range-AUC-PR
  • VUS-ROC and VUS-PR
• In practice
  • Example of usage