Interpreting predictive models with Skater: Unboxing model opacity
O'Reilly Media - Data
MARCH 22, 2018
There is often a need to verify the reasoning of such ML systems to hold algorithms accountable for the decisions predicted. Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g.,
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