How to Build a Text Mining, Machine Learning Document Classification System in R! by Timothy DAuria.
From the description:
We show how to build a machine learning document classification system from scratch in less than 30 minutes using R. We use a text mining approach to identify the speaker of unmarked presidential campaign speeches. Applications in brand management, auditing, fraud detection, electronic medical records, and more.
Well made video introduction to R and text mining.