AlgebraOfPotentials

Probability table or potential.

  • n instances
  • W for m cases
  • R for k cases
  • intersection i

Consider p(R,W) to get p(R) we can 'sum out' W: p(R) = SumW(p(R,S)) This is called margiinalization of W, Notice that marginalization is equivalent to aggregation on column P:

SumW(p(R,W) = rGsum(P)Tr,w (relational algebra)

ofm in SQL: SELECT R, SUM(P) form Tr,w GROUP BY R

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