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Does DataRank use any kind of machine learning techniques or is it purely a hand coded heuristic algorithm?
It's a hand-coded heuristic algorithm with machine learning! =)
quantifying relevance is difficult at best, so building test data is at least as difficult.

If there is art in defining the score in the test data, a fuzzy algorithm is a necessity.