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Max Kuhn

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Evaluating Time-to-Event Models is Hardposit::conf(2024)2024-08-12
Uses tidymodels and yardstick to evaluate censored time‑to‑event models with reverse Kaplan Meier to estimate censoring probabilities and inverse probability…
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Conformal Inference with Tidymodelsposit::conf(2023)2023-09-17
Code and results for using tidymodels to get prediction intervals: three concrete methods are implemented — split conformal (fit on training, compute residuals…
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Good Practices for Applied Machine Learningrstudio::conf(2022)2022-07-25
Tidymodels presents a unified R modeling stack (yardstick, tune, recipes, workflows) that encapsulates preprocessing so it applies identically at training and…
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parsnip A tidy model interfacerstudio::conf 20192019-01-15
A new R package unifies model specification from estimation by letting users declare a model type (e.g. linear or logistic) and swap engines like glmnet, Stan…
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Total Tidy Tuning Techniquesrstudio::conf 20192019-01-15
Ames housing data and tidymodels recipes feed into parsnip model specs where placeholders like tune() mark parameters to optimize (example: glmnet’s penalty…
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Good Practices for Applied Machine Learningrstudio::conf 20192019-01-15
Tidymodels is a unified R framework that packages recipes (step_date, step_normalize, genre parsing), workflows (bind a recipe to a model like Cubist), and…
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