validate.cls: Validate the classification models.
Description
Internal function to validate all the classifiers to be used in distinguishing operon pairs (OPs) from non-operon pairs (NOPs)
on a given RNA-seq expression profile.
Usage
validate.cls(data, class, models, runs = 5, kf = 5, verbose = TRUE)
Arguments
data
Training/test data. See select.ops
and select.nops
.
class
Vector of the class labels.
runs
Number of bootstraps to be used.
kf
Number of folds for the cross-validation.