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Probable fix for probable issue

Luis Pedro Coelho requested to merge (removed):fix_probable_splits_bug into master

I believe the previous code was wrong in that the weights were not used correctly and the splits were arbitrary.

Please test review as I don't have an easy way of testing this atm.

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