9 citations · 20 across the 6 of their papers we have counts for
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cs.LG2020★ 7 cited
Nonparametric Feature Impact and Importance
Terence Parr, James D. Wilson, Jeff Hamrick
Practitioners use feature importance to rank and eliminate weak predictors during model development in an effort to simplify models and improve generality. Unfortunately, they also…
cs.LG2019
Technical Report: Partial Dependence through Stratification
Terence Parr, James D. Wilson
Partial dependence curves (FPD) introduced by Friedman, are an important model interpretation tool, but are often not accessible to business analysts and scientists who typically l…