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. 2024 Mar 14;14:6228. doi: 10.1038/s41598-024-56743-6

Table 3.

Model performance in each measure (Experiment 1).

Condition Accuracy Macro average Weighted average
Mean precision Mean recall Mean f1 score Mean precision Mean recall Mean f1 score
Responses/same-pair 0.724 0.636 0.666 0.640 0.742 0.724 0.730
Responses/different-pair 0.472 0.454 0.468 0.404 0.510 0.472 0.476
Classification criteria/same-pair 0.630 0.498 0.486 0.486 0.668 0.630 0.644
Classification criteria/different-pair 0.548 0.466 0.460 0.438 0.644 0.548 0.580
Combination/same-pair 0.828 0.714 0.692 0.694 0.828 0.828 0.828
Combination/different-pair 0.814 0.698 0.690 0.690 0.818 0.814 0.814

The highest performances in each performance measure are provided in bold.