Determining Gender of a Name with 80% Accuracy Using Only Three Features 10 years ago
He said determine gender of a name, not of a person. Names (as part of the speech, not as people identifiers) have genders, grammar says so. Then one can argue that 80% accuracy is not that much, but as first approach to machine learning is actually an interesting choice