10 citations · 11 across the 2 of their papers we have counts for
2 papers
stat.ML2018★ 1 cited
Explicating feature contribution using Random Forest proximity distances
Leanne S. Whitmore, Anthe George, Corey M. Hudson
In Random Forests, proximity distances are a metric representation of data into decision space. By observing how changes in input map to the movement of instances in this space we…
stat.ML2016★ 10 cited
Mapping chemical performance on molecular structures using locally interpretable explanations
Leanne S. Whitmore, Anthe George, Corey M. Hudson
In this work, we present an application of Locally Interpretable Machine-Agnostic Explanations to 2-D chemical structures. Using this framework we are able to provide a structural…