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. 2020 Sep 14;378(2182):20190581. doi: 10.1098/rsta.2019.0581

Table 1.

Classification accuracies and macro F1-scores for the transfer learning case study.

no transfer all data classed
method learning TCA as undamaged
source training accuracy 100.0% 100.0% 94.9%
macro F1-score 1.000 1.000 0.487
source testing accuracy 98.9% 98.9% 97.4%
macro F1-score 0.884 0.887 0.494
target testing accuracy 91.7% 99.0% 95.2%
macro F1-score 0.737 0.943 0.487