Cost approximations
Based on two metrics:
- The Benefit margin of a cluster C
- Sum of benefit margin of each subscription in C
- For a subscription S: ?(p(C)) checkpred(nbpred(S)) - nbpred(p(C)) ?(pred(S)) checkpred(0)
- Can be approximated using simple statistics
?(p(C)) (nbsub(C) - Stat_nbmatch(C))
- Multi-attribute hash table Benefit
- | T| - number_of_checked_subscriptions