Summary

Machine Learning with caret in R

Max Kuhn

Software Engineer at RStudio and creator of caret

What you've learned

  • How to use the caret package
  • Model fitting and evaluation
  • Parameter tuning for better results
  • Data preprocessing
Machine Learning with caret in R

Goals of the caret package

  • Simplify the predictive modeling process
  • Make it easy to try many models and techniques
  • Provide common interface to many useful packages
Machine Learning with caret in R

Go build some models!

Machine Learning with caret in R

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