Holding secret classes was an excellent idea given the state of things at Hogwarts. There was every reason to believe that Umbridge's intentions were to control both the students and the teaching staff at Hogwarts. The students figured that if they wanted protection, they would have to provide it themselves because the teachers were dropping like flies thanks to Umbridge and the Ministry of Magic.