A subset of Source Dataset which is used to estimate predictability of the Model on the data which were not a part of the training process.
If the model discrepancy on Validation dataset is close to the model discrepancy on Training dataset one can say that a given model has a good predictability within the Source Dataset range.
See also
Natural Science / System / Model
[ Cross-Validation ] [ Source Dataset ] [ Training dataset ]