【摘要】 提出一种基于特征词句子环境的文本分类方法,介绍了创建分类规则的文本句子信息模型,比较详细地给出训练算法和语句聚集算法。该算法依据训练文本集的特征词句子环境,获取识别文本主题类别的特征词集合。最后给出了分类器性能的测试结果。更多还原

【Abstract】 A method of creating text categorizer based on context of feature words in sentences of feature words is proposed.A sentence information model of text for creating rules is introduced,and the training algorithm and the sentence clustering algorithm are described in more detail.Both of the algorithms based on the context of feature words in sentence of training texts can get a set of feature words that identify the category of a text.Finally,testing results of this text categorizer’s sorting perfor-mance are presented.更多还原