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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 V.

Influence of Neighbourhood Users in Input Document With Pn = 3 and Full Mode Data Accumulation, Averaged Over 4 Individual Runs

K=1 K=3 K=5
Neighbourhood Users Recall Precision Cosine Similarity F1 Recall Precision Cosine Similarity F1 Recall Precision Cosine Similarity F1
h=0 (Full Mode) 0.296 0.874 0.909 0.442 0.590 0.584 0.891 0.586 0.681 0.402 0.887 0.505
h= 1 0.302 0.898 0.911 0.451 0.601 0.597 0.891 0.598 0.712 0.437 0.889 0.541
h=2 0.319 0.957 0.916 0.478 0.648 0.636 0.891 0.641 0.730 0.495 0.889 0.589
h=3 0.317 0.952 0.916 0.475 0.661 0.649 0.892 0.654 0.739 0.524 0.890 0.613
h=A 0.316 0.948 0.916 0.474 0.655 0.640 0.890 0.647 0.733 0.501 0.877 0.595
h=5 0.309 0.912 0.908 0.461 0.652 0.638 0.888 0.644 0.725 0.460 0.871 0.562