Genetic algorithm with logistic regression for prediction of progression to Alzheimer's disease.
Piers JohnsonLuke VandewaterWilliam J. WilsonPaul MaruffGreg SavagePetra GrahamLance S. MacaulayKathryn A. EllisCassandra SzoekeRalph N. MartinsChristopher RoweColin L. MastersDavid AmesPing ZhangPublished in: BMC Bioinform. (2014)
Keyphrases
- logistic regression
- genetic algorithm
- credit scoring
- decision trees
- prediction accuracy
- support vector
- predictive power
- breast cancer
- odds ratio
- chi square
- random forests
- generalized linear models
- naive bayes
- survival analysis
- loss function
- logistic regression models
- disease progression
- fold cross validation
- artificial neural networks
- linear support vector machines
- prediction model
- penalty function
- prognostic models
- data sets
- classification trees
- information extraction
- text classification
- regression model
- neural network
- logistic model
- chi square test