A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data.
Benjamín GutiérrezLoïc PeterTassilo KleinChristian WachingerPublished in: CoRR (2017)
Keyphrases
- medical data
- training set
- multi armed bandit
- medical images
- medical data mining
- clinical data
- multi armed bandits
- medical information
- medical records
- nearest neighbor
- cross validation
- supervised learning
- training data
- data sets
- classification accuracy
- patient outcomes
- feature space
- classification algorithm
- active learning
- privacy sensitive
- decision trees
- training samples
- class labels
- decentralized decision making
- reinforcement learning
- data mining
- active appearance models