/kc-r-users-caret

Files and presentation made Sept. 6, 2014 to Kansas City R Users Group: Machine Learning Algorithms Using R's Caret Package

Primary LanguageR

Machine Learning Algorithms Using R's Caret Package

Files and presentation made to Kansas City R Users Group on Sept. 6, 2014.

R files

0-Download-UCI-Dataset.R
1-Load-UCI-Data.R
2-caret-machine-learning.R

You'll need to edit the R scripts and specify your local working directory.

Text output files

One file for each of the 8 methods explored:

caret-MethodName-CaretName.txt

PDFs

Caret-Machine-Learning.pdf:  PDF of presentation slides
caret-results-table.pdf:  comparison of the 8 methods
dotplot-lda.pdf:  example dotplot of variable importance for LDA method