基于深度双向分类器链的多标签新闻分类算法

胡天磊,王皓波,尹文栋

Multi-label news classification algorithm based on deep bi-directional classifier chains

Tian-lei HU,Hao-bo WANG,Wen-dong YIN

表 1 3个F1度量的实验结果

Tab.1 Experimental results of three F1-measures

方法 Micro-F1 Macro-F1 Example-F1 DBCC 0.491±0.010 0.270±0.009 0.487±0.003 Vanilla CC 0.456±0.008 0.216±0.013 0.461±0.009 DCC 0.459±0.015 0.267±0.010 0.471±0.008 CCE 0.454±0.002 0.249±0.005 0.437±0.003 C2AE 0.423±0.021 0.272±0.018 0.403±0.022 BR 0.419±0.011 0.219±0.019 0.397±0.016