The Effects of Sampling Methods on Machine Learning Models for Predicting Long-term Length of Stay: A Case Study of Rhode Island Hospitals.
Son NguyenAlicia T. LamereAlan OlinskyJohn T. QuinnPublished in: Int. J. Rough Sets Data Anal. (2019)
Keyphrases
- machine learning models
- sampling methods
- random sampling
- machine learning algorithms
- machine learning approaches
- spam filtering
- sampling algorithm
- class imbalance
- learning models
- machine learning
- original data
- active learning
- sample size
- class distribution
- higher order
- predictive model
- pairwise
- training set
- learning algorithm