Text categorization based on active learning support vector machines

A text categorization method based on active learning support vector machines is proposed in this paper.First vector space model is used to extract text feature and mutual information is used to feature selection.Then active learning method is proposed to train the support vector machines.And SVM is used to classify the un-classification text.Then the evaluation method and results are given.The evaluation results show that the classifier is effective.