https://link.springer.com/article/10.1007%2Fs00034-002-2007-7

It seems a faster way of learning or training models.

This can be used for IoT applications where online learning can be challenging in terms of power and speed (performance).

I understand that this has limitations when scaled up. But can anyone tell me more about demerits of this classification algorithm.