Data and code from Applied Predictive Modeling (2013)
caret (Classification And Regression Training) R package that contains misc functions for trainin...
Misc Statistics and Machine Learning codes in R
Consistent prediction following tidymodels principles
tidymodels code for the book Applied Predictive Modeling
parallel processing benchmarks for caret
Code and Slides for "Whose Scat Is That? An 'Easily Digestible' Introduction to Predictive Modeli...
Code and slides from a 2016 talk at the Cambridge UK RUG
Data and code for "Predictive Modeling on Data with Severe Class Imbalance: Applications on Elect...
tidymodels code for Applied Predictive Modeling
R package to perform sparse linear discriminant analysis for gaussians and mixture of gaussians m...
Sparse and Regularized Discriminant Analysis
Notes and code for the workshop "Rule-Based Models for Regression and Classification”
Introduction to epidemiological modelling using R
Slides and code for the 2016 useR! tutorial "Never Tell Me the Odds! Machine Learning with Class ...