Localized sampling for hospital re-admission prediction with imbalanced sample distributions.
Xingquan ZhuJose HurtadoHaicheng TaoPublished in: IJCNN (2017)
Keyphrases
- sample size
- random samples
- prediction accuracy
- emergency department
- highly skewed
- prediction model
- probability distribution
- random sampling
- imbalanced data
- prediction algorithm
- sampled data
- progressive sampling
- gaussian distribution
- sampling methods
- minority class
- monte carlo
- random sample
- intensive care
- sample selection
- class imbalance
- class distribution
- parameter space
- monitoring system
- health care
- quality of service
- multi class