7 citations · 7 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 7 cited
Randomized Ablation Feature Importance
Luke Merrick
Given a model that predicts a target from a vector of input features , we seek to measure the importance of each feature with respect to th…
cs.LG2019
The Explanation Game: Explaining Machine Learning Models Using Shapley Values
Luke Merrick, Ankur Taly
A number of techniques have been proposed to explain a machine learning model's prediction by attributing it to the corresponding input features. Popular among these are techniques…