Remove 2016 Remove Knowledge Discovery Remove Testing Remove Visualization
article thumbnail

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

Domino Data Lab

2016) for an example of this technique (LIME). Skater provides a wide range of algorithms that can be used for visual interpretation (e.g. After forming the X and y variables, we split the data into training and test sets. Toy example to present intuition for LIME from Ribeiro (2016). See Ribeiro et al.

Modeling 139