The speaker says a classification algorithm cannot be properly trained using only positive samples and no negative samples.

“Yeah. And also in general, like when you're training a machine learning algorithm, especially like at a very basic level, if it's a classification.”

“algorithm if you don't have negative samples you can't really train if everything is positive”