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