Service Analytics

8.Anomaly Detection

Classification Based Techniques (Supervised) Problems

  • Classification models must be able to handle skewed (imbalanced) class distributions
  • Even in history (training data), not every anomalous object might have been recognized as such
  • Classification models cannot detect unknown and emerging anomalies

Diskussion