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Hi @CSLTGUPTAA - we had something similar to this happen recently and its under investigation by Adobe. When we had a filtering dimension that was different (but related) to our targeting dimension, a simple split (random 50% + Compliment) would not split correctly - there were always targets missing in the compliment.

The only way we got it to work properly was to use the same filtering dimension as the targeting dimension, do the 50/50 split then change dimension after the split.

Cheers Darren