RTN (Reject True Null), RFN (Retain False Null). Just remember reject/retain. Repeat it a few times, and you will never forget it. That’s how I memorize such things. If you have a good memory you can memorize entire concepts like this.
Type I error = incorrect rejection of a true null hypothesis (false positive) Type II error = incorrectly retaining a false null hypothesis (false negative)