Lucas Mentch

Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance

Giles Hooker, Lucas Mentch, Siyu Zhou · Statistics and Computing · 2021 · 203 citations · Full text

Computing, Data Science, Machine Learning +15

Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests

Lucas Mentch, Giles Hooker · arXiv (Cornell University) · 2014 · 157 citations · Full text

Computing, Computer Science, Data Science +16

Please Stop Permuting Features: An Explanation and Alternatives.

Giles Hooker, Lucas Mentch · arXiv (Cornell University) · 2019 · 87 citations · Full text

Computing, Data Science, Data Mining +14

R-CMap—An open-source software for concept mapping

Haim Bar, Lucas Mentch · Evaluation and Program Planning · 2016 · 57 citations

Computing, Computer Science, Knowledge Mapping +13

The Importance of Calibration in Clinical Psychology

Oliver Lindhiem, Isaac T. Petersen, Lucas Mentch et al. · Assessment · 2018 · 51 citations · Full text

Computing, Psychology, Clinical Decision Support +14