Modifying default bandwidth.min from .Machine$double.eps to sqrt(...)
as the tolerance is overly tight and causing excessive ridging... may
need to adjust further but this certainly now works without wreaking
havoc on search as the previous NZD did when the lb went beloe 0.01
for the categorical predictors... good to know the importance of this
particular parameter in applied settings...