15 open source projects by topepo

Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)

Slide, code and data for "Applied Machine Learning" at Rstudio-conf 2019

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

Slides and code for the 2016 useR! tutorial "Never Tell Me the Odds! Machine Learning with Class Imbalances"

Data and code for "Predictive Modeling on Data with Severe Class Imbalance: Applications on Electronic Health Records"

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

Materials for the Applied Machine Learning Workshop in Washington DC

Code and Slides for "Whose Scat Is That? An 'Easily Digestible' Introduction to Predictive Modeling in R and the caret Package"

Slides and code for the 2018 useR! tutorial "Recipes for Data Processing"

Slide, code and data for "Applied Machine Learning" at Rstudio-conf 2018

Notes and code for the workshop "Rule-Based Models for Regression and Classification”

Another fuel economy data set but updated

An R package for fitting Quinlan's Cubist regression model

Course materials for Applied Machine Learning course in 2019 in London

An R package for fitting Quinlan's C5.0 classification model