Interesting piece, somewhat wordy with embedded technical aspect. But worth the read.
Ideas on interpreting machine learning
Mix-and-match approaches for visualizing data and interpreting machine learning models and results. By Patrick Hall, Wen Phan, SriSatish Ambati from O'Reilly
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