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Table 8 Performance of NEAT versus baselines in Side Effect Discovery of Omeprazole and Alprazolam

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

Methods Omeprazole Alprazolam
  Pre. Rec. F1 Pre. Rec. F1
RF 0.229 0.458 0.271 0.639 0.432 0.511
uNEAT 0.534 0.393 0.394 0.981 0.551 0.663
NEAT 0.522 0.421 0.41 0.977 0.596 0.704
  1. In the Methods column, RF denotes Random Forest baseline from Bag-of-word, and uNEAT denotes User permutation baseline from NEAT. Pre., Rec. and F1 denote Precision, Recall, and F1 score, respectively