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Thank you for making this code available. Not sure if you are updating this repository. A couple minor changes I had to make to make things work in the latest versions of numpy and RandomForestClassifier

AttributeError: 'numpy.timedelta64' object has no attribute 'total_seconds'

>>> numpy.version.version
'1.10.4'

3.2.4.3.1. sklearn.ensemble.RandomForestClassifier no longer supports compute_importances parameter

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