A webpage classification method and apparatus, a computing device and a machine readable storage medium are disclosed. Each corpus word in a corpus is converted into a vector by using a word-to-vector tool word2vec, and therefore a processing process such as comparison between corpus words or similarity analysis is converted into vector calculation, so as to more conveniently implement computer automation, thereby improving webpage classification efficiency. Moreover, corresponding corpus words are screened according to preset classification seed words, and a corpus word unrelated to a webpage type may be removed, thereby improving webpage classification accuracy.