Prediction Speed Issue

[wuga214]

For the extremely large datasets (millions by millions matrix), the current prediction function has complexity O(n^3).
Reda suggests fixing this by using random sampling method proposed in paper "Performance of recommender algorithms on top-n recommendation tasks". Should expect to get this done in the next two days.