Active learning strategies for the deduplication of electronic patient data using classification trees.
Murat SariyarAndreas BorgKlaus PommereningPublished in: J. Biomed. Informatics (2012)
Keyphrases
- patient data
- classification trees
- active learning strategies
- intensive care
- active learning
- decision trees
- clinical data
- logistic regression
- training data
- intraoperative
- binary classification
- medical data
- inductive learning
- data sets
- regression trees
- class distribution
- training set
- cost sensitive
- x ray
- naive bayes
- random forests
- multi class