Predicting health outcomes from high-dimensional longitudinal health histories using relational random forests.
Zach ShahnPatrick B. RyanDavid MadiganPublished in: Stat. Anal. Data Min. (2015)
Keyphrases
- random forests
- high dimensional
- relational probability trees
- random forest
- decision trees
- relational databases
- health information systems
- ensemble methods
- decision tree ensembles
- logistic regression
- machine learning algorithms
- regression forests
- machine learning
- data mining
- relational data
- data sets
- genetic programming
- knn
- feature space