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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

The need for interaction – complex decision making systems often rely on Human–Autonomy Teaming (HAT), where the outcome is produced by joint efforts of one or more humans and one or more autonomous agents. PDPs for the bicycle count prediction model (Molnar, 2009). Erhan, Yoshua Bengio, Aaron C. Ribeiro, M.

Modeling 139
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6 Case Studies on The Benefits of Business Intelligence And Analytics

datapine

They then proceeded to analyze three areas: the employee selection and onboarding, the daily staff management, and finally the employees’ behavior and interactions in the restaurants. The fifth benefit of implementing business intelligence and data analytics into your company is the use of predictive analytics.