2 papers
cs.NE2016
Developing an ICU scoring system with interaction terms using a genetic algorithm
Chee Chun Gan, Gerard Learmonth
ICU mortality scoring systems attempt to predict patient mortality using predictive models with various clinical predictors. Examples of such systems are APACHE, SAPS and MPM. Howe…
stat.ML2016
An improved chromosome formulation for genetic algorithms applied to variable selection with the inclusion of interaction terms
Chee Chun Gan, Gerard Learmonth
Genetic algorithms are a well-known method for tackling the problem of variable selection. As they are non-parametric and can use a large variety of fitness functions, they are wel…