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Table 11 Performance for individual integration of UE and CA in Ablation Study

From: Neural side effect discovery from user credibility and experience-assessed online health discussions

Systems Components Evaluation Metrics
  CW UE CA Pre. Rec. F1
LSTM-UE     0.6513 0.4204 0.4531
LSTM-CA    0.6416 0.4293 0.4611
CNN-UE     0.6738 0.6185 0.5743
CNN-CA    0.7441 0.5616 0.5883
  1. In the Components column, CW, UE, CA denote Credibility Weights, User Expertise and Cluster Attention module components, respectively. In the Evaluation Metrics column, Pre., Rec. and F1 denote Precision, Recall, and F1 score