By making use of Word2vec, BP neural network algorithm and the method mixing the both, respectively, the classification extraction on data of 300 long medical records based on data of symptoms has been implemented, which aims to solve the automatic classification of data of symptoms in medical records. Results show that effect of mixing the two methods in process is better.