On the Impact of Random Seeds on the Fairness of Clinical Classifiers.
Silvio AmirJan-Willem van de MeentByron C. WallacePublished in: CoRR (2021)
Keyphrases
- randomized trees
- decision trees
- training data
- support vector
- supervised classification
- training examples
- clinical practice
- patient data
- ensemble learning
- naive bayes
- classification method
- feature selection
- linear classifiers
- classification models
- test set
- training samples
- feature set
- multi class
- classification algorithm
- machine learning algorithms
- x ray
- feature space
- clinical applications
- multiple classifier systems
- clinically relevant
- image segmentation