| doMichiels {StabPerf} | R Documentation |
Wrapper method which uses sampling to attempt to optimize signature stability
doMichiels(dataset, code, michiels.sampling=200, michiels.cv=5, michiels.threshold=.5)
dataset |
Data to which code will be applied |
code |
FSS method to be run |
michiels.sampling |
Number of iterations |
michiels.cv |
Number of folds in sampling step |
michiels.threshold |
In what percent of signatures a feature must occur to be retained |
Based on Michiels et al. (2005) Prediction of cancer outcome with microarrays: a multiple random validation strategy.