no code implementations • 22 Apr 2016 • Chee Chun Gan, Gerard Learmonth
A genetic algorithm framework for variable selection with logistic regression models is used to search for two-way interaction terms in a clinical dataset of adult ICU patients, with separate models being built for each category of diagnosis upon admittance to the ICU.
no code implementations • 22 Apr 2016 • Chee Chun Gan, Gerard Learmonth
Genetic algorithms are a well-known method for tackling the problem of variable selection.