Screenshot of Annotation Diff tool has wrong AS "ML-results" instead of ML. Maybe both exercises should use the same output AS name. Before the open-ended hands-on exercise starts, add a slide about the routine for editing the config, reinitializing the PR, training, & testing. The worksheet has the wrong combinations of name, feature, position, & range for the items in the config file. Maybe eliminate the worksheet & replace it with a slide of suggestions, since I always forget to print the worksheets in advance anyway, & the students are happy to scribble on bits of paper. Changing from PAUM to SVM would make the threshold/probability values more interesting. (Gen says PAUM's probabilities are pants. I've observed a suspiciously high frequency of 1.0 values.) I've been telling people the outputAS doesn't matter in evaluation mode. This may be wrong! Investigate & correct the slides.