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. Author manuscript; available in PMC: 2024 Apr 12.
Published in final edited form as: IEEE J Biomed Health Inform. 2023 Jun 30;27(7):3645–3656. doi: 10.1109/JBHI.2023.3271580

TABLE III.

Influence of Past Posts in Input Document With Full Mode Data Accumulation, Averaged Over 4 Individual Runs

Number of past posts in K= 1 K=3 K= 5
Input Document Recall Precision Cosine Similarity F1 Recall Precision Cosine Similarity F1 Recall Precision Cosine Similarity F1
Pn=l (Only current post) 0.271 0.791 0.866 0.403 0.536 0.453 0.856 0.491 0.597 0.381 0.832 0.465
Pn=2 (One previous post) 0.277 0.820 0.909 0.414 0.545 0.567 0.879 0.555 0.657 0.395 0.876 0.493
Pn=3 (Two previous posts) 0.296 0.874 0.909 0.442 0.590 0.584 0.891 0.586 0.681 0.402 0.887 0.505
Pn=4 (Three previous posts) 0.286 0.856 0.887 0.428 0.593 0.577 0.887 0.584 0.671 0.381 0.852 0.486
Pn=5 (Four previous posts) 0.284 0.823 0.871 0.422 0.555 0.502 0.874 0.527 0.649 0.377 0.834 0.476