Uncertainty estimation for classification and risk prediction in medical settings.
Lotta MeijerinkGiovanni CináMichele TonuttiPublished in: CoRR (2020)
Keyphrases
- pattern recognition
- decision trees
- support vector
- feature extraction
- image classification
- support vector machine
- classification accuracy
- prediction model
- classification scheme
- risk averse
- prediction accuracy
- preprocessing
- machine learning
- evidence based medicine
- nearest neighbour algorithm
- risk measures
- neural networks and support vector machines
- neural network
- density estimation
- utility function
- decision rules
- feature set
- decision making
- feature selection
- risk management
- prediction error
- automatic classification
- classification method
- risk assessment
- expected utility
- high risk
- benchmark datasets