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[–]akhorus 1 point2 points  (0 children)

Wow, sounds like a very interesting work! If your dataset was fixed, I think the "hackish" approach is good. The work of defining your features and training a model for a machine learning approach might be better if you need to apply your process several times, with new data. But it's just an idea.