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Katherine Goode's Projects

carp-egg-rf-validation icon carp-egg-rf-validation

Repository containing all files associated with the statistical analysis for the manuscript "Evaluation of a Random Forest Model to Identify Invasive Carp Eggs Based on Morphometric Features" by Katherine Goode, Michael J. Weber, Aaron Matthews, and Clay L. Pierce

ggresidpanel icon ggresidpanel

An R package for creating a panel of diagnostic plots for residuals from a model.

lime icon lime

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

lime-diagnostics-paper icon lime-diagnostics-paper

Repository for materials associated with the manuscript "Visual Diagnostics of a Model Explainer -- Tools for the Assessment of LIME Explanations"

limeaid icon limeaid

R package for assessing lime explanations

treetracer icon treetracer

Repository for the R package TreeTracer: create trace plots of tree and random forests

whoseegg icon whoseegg

Repository for storing the code for the WhoseEgg app

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