The onus is on you if you make that declaration. You don't know that the reason the machine triggers more frequently in "black hair" is because of improper test

The onus is on you if you make that declaration. You don't know that the reason the machine triggers more frequently in "black hair" is because of improper testing, you're just asserting that. There are such things as objective differences that have objective implications.