The Misuse of AUC: What High Impact Risk Assessment Gets Wrong.
Kweku Kwegyir-AggreyMarissa GerchickMalika MohanAaron HorowitzSuresh VenkatasubramanianPublished in: FAccT (2023)
Keyphrases
- high impact
- risk assessment
- newborn babies
- risk management
- network security
- intrusion detection system
- risk factors
- risk analysis
- model selection
- anomaly detection
- information security
- roc curve
- decision making
- emergency management
- feature selection
- training set
- decision support system
- situation assessment
- power plant
- learning algorithm
- intrusion detection
- evidence theory
- evolutionary algorithm
- artificial intelligence