Class Imbalance Impact on the Prediction of Complications during Home Hospitalization: A Comparative Study.
Mireia CalvoIsaac CanoCarme HernándezVicent RibasFelip MirallesJosep RocaRaimon JanéPublished in: EMBC (2019)
Keyphrases
- class imbalance
- class distribution
- active learning
- prediction accuracy
- cost sensitive
- imbalanced datasets
- cost sensitive learning
- sampling methods
- high dimensionality
- concept drift
- small disjuncts
- software defect prediction
- random subspaces
- imbalanced data
- majority class
- minority class
- imbalanced class distribution
- training set