Model Evaluation

Supplementary Videos

Machine Learning Competitions

Choosing a Machine Learning Model

Configuring Github Pages with RStudio for PML Project

Improving Runtime Performance of Caret

  • Step by step instructions to implement parallel processing in caret::train() on a random forest model, along with runtime performance analysis for a variety of laptops, ranging from an Intel Atom-based tablet to a quad-core i7 processor.