Control Object for Selection By Filtering (SBF)
Controls the execution of models with simple filters for feature selection
sbfControl(functions = NULL, method = "boot", saveDetails = FALSE, number = ifelse(method %in% c("cv", "repeatedcv"), 10, 25), repeats = ifelse(method %in% c("cv", "repeatedcv"), 1, number), verbose = FALSE, returnResamp = "all", p = 0.75, index = NULL, timingSamps = 0)
Simple filter-based feature selection requires function to be specified for some operations.
fit function builds the model based on the current data set. The arguments for the function must be:
- a list that echos the specified arguments