Confusion matrix diagrams

I wrote a little note and diagrams on confusion matrix metrics: Precision, Recall, F, Sensitivity, Specificity, ROC, AUC, PR Curves, etc.

brenocon.com/confusion_matrix_diagrams.pdf

also, graffle source.