Definitions for "Alpha and Beta errors"
Alpha (Type 1) errors are 'false positives': that is, the results suggests that a treatment works, when in fact it does not work. Beta (Type II) errors are 'false negatives': that is, the results suggest a treatment does not work, when in fact it actually does.