I'm not sure what strict regulations cabs have to follow, but for safety I'll take an Uber over a cab any day.
The yellow cab industry might be tightly regulated, but It doesn't seem to benefit the consumers. Cabs suck, plain and simple. Even the worst uber I've personally had was far better than a cab
In general the yellow cab monopoly got smashed apart with a sledgehammer.