efficient algorithm to compare similarity between sets of numbers?

Question

I have a large number of sets of numbers. Each set contains 10 numbers and I need to remove all sets that have 5 or more number (unordered) matches with any other set.

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Answer 1

You should find the Pearson Coefficient between two sets of data. This method will make your program easily scalable to huge data sets.