A visual analytics approach to high-dimensional logistic regression modeling and its application to an environmental health study.
Chong ZhangJing YangF. Benjamin ZhanXi GongJean D. BrenderPeter H. LangloisScott BarloweYe ZhaoPublished in: PacificVis (2016)
Keyphrases
- logistic regression
- high dimensional
- visual analytics
- generalized linear models
- decision trees
- logistic regression models
- support vector
- naive bayes
- nearest neighbor
- credit scoring
- predictor variables
- data analysis
- health care
- odds ratio
- training set
- similarity search
- loss function
- feature extraction
- logistic model
- data sets