Why were George and Lennie run out of the town of Weed?

Lennie wanted to feel the soft cloth of a woman's dress, something the woman misconstrued. Her reaction prompted Lennie to hold onto her clothing in panic, Lennie's reaction prompted the woman to accuse him of attempted rape.