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 |