Tutorial on tidymodels for Machine Learning
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This tutorial introduces R users to the tidymodels ecosystem. Similar to the tidyverse, tidymodels is a meta package that bundles together modular packages that work hand in hand to make the live of data scientists easier. Herein, the recipes package is used for data pre-processing, parsnip for model fitting, tune for hyperparameter tuning, and much more. For illustration, a random forest model is fit to the diamonds data set.
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