In order to evaluate software maintainability,an experiment was made about class dates of software maintainability. Class maintainability was qualitatively evaluated by applying Losiscope. Some class metrics were collected by using Krakatau Professional, metric attributes were analysed through WEKA and the key attributes were obtained. At last,professional class model was trained through decision tree classifier, and the model was tested.