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. Author manuscript; available in PMC: 2022 Jan 1.
Published in final edited form as: J Biomed Inform. 2020 Dec 5;113:103631. doi: 10.1016/j.jbi.2020.103631

Table A3:

Active learning query function tuning performance.

Uncertainty Similarity α F1
loop average 1.0 0.788*
loop maximum 0.1 0.776*
sum average 2.0 0.788*
sum maximum 0.1 0.794*
*

indicates statistical significance (p < 0.05) relative to a random baseline of 0.752 F1.