...
- nnet
- randomForest
- CART
- kmeans
- lda (MASS)
- lm (base R)
- prcomp (base R)
- See also https://cran.r-project.org/web/views/MachineLearning.html
~~~
Random notes by Libby
I think this is a good read on trade-off between prediction power vs. simplicty/mechanistic understanding: Breiman 2001
Deep learning is just a neural net with more layers