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. 2022 Nov 29;10(12):2397. doi: 10.3390/healthcare10122397

Table 8.

Results of ablation experiment (batch size = 1000).

Model Curriculum Pmicro Rmicro F1micro F1macro
TextCNN SDD 0.5456 0.2311 0.3246 0.0222
UDD+SDD 0.7556 0.3224 0.4407 0.1584
UDD+SDD+IDD 0.8403 0.6693 0.7449 0.5802
TexRNN SDD 0.5084 0.1814 0.2674 0.0192
UDD+SDD 0.7963 0.3832 0.5174 0.2536
UDD+SDD+IDD 0.7919 0.3605 0.4954 0.3300
TextRCNN SDD 0.5021 0.2265 0.3121 0.0264
UDD+SDD 0.7378 0.2590 0.3766 0.1399
UDD+SDD+IDD 0.8546 0.6167 0.7161 0.5563