Research Recaps

Opening the Black Box with Interpretable Machine Learning

Key Takeway

Machine learning can detect useful patterns in unstructured data and augment or automate managers’ decision making. Unless results are transparent and explainable, however, the use of such algorithms may perpetuate unintended and unseen biases that erode public trust and acceptance. Interpretable machine learning can address these shortcomings.

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