Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution.
Gilyana BorlikovaMichael PhillipsLouis SmithMichael O'NeillPublished in: EvoApplications (1) (2016)
Keyphrases
- clinical trials
- classification models
- models built
- grammatical evolution
- decision support system
- ensemble classifier
- training data
- genetic programming
- decision trees
- feature selection
- automatic programming
- experimental design
- disease progression
- feature set
- feature subset
- symbolic regression
- training set
- logistic regression
- genetic algorithm ga
- data mining
- classification accuracy
- expert systems
- artificial intelligence