- Learning Roadmap
- Important RStudio Sites
Dr. Max Kuhn is a Software Engineer at RStudio. He is the author or maintainer of several R packages for predictive modeling including caret, Cubist, C50 and others. He routinely teaches classes in predictive modeling at rstudio::conf, Predictive Analytics World, and UseR! and his publications include work on neuroscience biomarkers, drug discovery, molecular diagnostics and response surface methodology. He and Kjell Johnson wrote the award-winning book Applied Predictive Modeling in 2013.
parsnip: A tidy model interface - Max Kuhn
parsnip is a new tidymodels package that generalizes model interfaces across packages. The idea is to have a single function interface for types of specific models (e.g. logistic regression) that...
Creating and Preprocessing a Design Matrix with Recipes
In this talk, a new package called recipes is shown where the specification of model terms and preprocessing steps can be enumerated sequentially.