基于情感信息融合注意力机制的抑郁症识别

陈妍, 罗雪琴, 梁伟, 谢永芳

Depression recognition based on emotional information fused with attentional mechanism

Yan CHEN, Xueqin LUO, Wei LIANG, Yongfang XIE

表4 各个模型在测试集上的抑郁症预测实验结果

模型 精确率 召回率 F1值 NB 0.727 0.728 0.728 MSNL 0.818 0.818 0.818 WDL 0.769 0.768 0.768 MDL 0.848 0.850 0.849 GRU 0.825 0.823 0.824 TextCNN 0.825 0.852 0.838 BK-DDN 0.867 0.869 0.868 EIAM-DR 0.918 0.934 0.926