Here 学习 is better than 教训. 教训 is like you did something wrong and learnt it from this case. So, it correct gramma is 我换了教室, 所以我么有关注我的学习. But I can't understand why changing a classroom is a reason why makes you not focus on your studies, another classroom for the other things?