bfcheck add ZI test, other pre-flight data tests, outliers?

[SimonDedman]

Either in bfcheck or separate, possibly separate as a function call within gbm.auto. Test for
ZI
outliers
(spatial) autocorrelation
NAs
columns in wrong format
object is tibble not data.frame