基于KACC模型的文本分类研究 *
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李钰曼,陈志泊,许福
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Classifying Texts with KACC Model
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Yuman Li,Zhibo Chen,Fu Xu
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表4 类别准确率-类别区分度结果统计
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类别 模型 | 文学 | 文化 | 历史 | 军事 | 娱乐 | 1 | 0.815 | 0.840 | 0.885 | 0.930 | 0.985 | 2 | 0.770 | 0.765 | 0.855 | 0.870 | 0.935 | 3 | 0.830 | 0.845 | 0.890 | 0.910 | 0.965 | 4 | 0.875 | 0.880 | 0.905 | 0.915 | 0.930 | 5 | 0.800 | 0.805 | 0.945 | 0.910 | 0.985 | 6 | 0.925 | 0.920 | 0.955 | 0.970 | 1.000 | 7 | 0.945 | 0.950 | 0.975 | 1.000 | 1.000 | Avg | 0.852 | 0.858 | 0.916 | 0.929 | 0.971 | 区分度 | 0.876 | 0.882 | 0.943 | 0.969 | 0.998 |
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