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. 2022 Sep 28;16:1006532. doi: 10.3389/fninf.2022.1006532

Table 5.

Bonferroni-corrected p-values of independent t-tests for each pair of transfer learning strategies.

Only bottleneck Medium finetuning Deep finetuning Finetuning Training from scratch
Only bottleneck * 1.67e − 7 2.56e − 4 4.40e − 3 2.23e − 1
Medium finetuning * * 2.26e − 1 5.67e − 1 1.30e − 2
Deep fine-tuning * * * 1.0 7.29e − 3
Finetuning * * * * 8.84e − 3
Training from scratch * * * * *

The two background classes were not taken into account in the calculations. All tests were two-sided, with an overall alpha level of α = 0.05. Mean differences where p < 0.05 are highlighted in green.