What is holdout data?

A.
a subset of the provided data set selected at random and used to validate the model

B.
a subset of the provided data set selected at random and used to initially construct the model

C.
a subset of the provided data set that is removedby the data scientist because it contains data errors

D.
a subset of the provided data set that is removedby the data scientist because it contains outliers