One of them was used to generate an in silico data set, which will be used in the parameter inference and model selection scheme. In the second part of the PROCEDURE (Steps 19–29), we illustrate ...

Such data sets often exhibit high variance with a paucity of replicates, thus providing a challenge for data mining. We describe data preprocessing and modeling methods that have proved reliable ...