Combining Contrast Mining with Logistic Regression To Predict Healthcare Utilization in a Managed Care Population.
Lincoln SheetsGregory F. PetroskiYan ZhuangMichael PhinneyBin GeJerry C. ParkerChi-Ren ShyuPublished in: Appl. Clin. Inform. (2017)
Keyphrases
- logistic regression
- health care
- chronic disease
- predictive power
- decision trees
- home care
- support vector
- naive bayes
- medical care
- credit scoring
- logistic regression models
- linear support vector machines
- knowledge discovery
- breast cancer
- loss function
- chi square
- generalized linear models
- patient care
- odds ratio
- logistic model
- health information
- data mining
- fold cross validation
- text mining
- chi square test
- frequent patterns
- classification and regression trees
- least squares
- learning algorithm
- information retrieval
- data sets