Original: Before 1,000 Hours was released, the band dropped the name Sweet Children, according to Livermore this was done in order to avoid confusion with another local band Sweet Baby.
Simplified: After 1,000 Hours was released, the band changed their band name, Sweet Children, to Green Day, because there already was another band named Sweet Baby, that had a similar name.