I've gotten a few false triggers from dew and one from melting ice that collected on the sensor.
My understanding is that they have some algorithm that tries to filter out non-rain events, but clearly it's not perfect.
It seems to work better than I expected, but on the other hand, I've had some rain events missed. I think that has more to do with problems on the alerting over the network side, side though.