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. 2021 Dec 20;10(24):5982. doi: 10.3390/jcm10245982

Table 1.

Transfer learning subsettings.

Subsetting Name Description Label Information
1 Inductive TL the target task is different, but related,
from the source task
comes from the target domain
2 Transductive TL the source and target tasks are the same, while the source and target domains are
different
comes from the source domain
3 Unsupervised TL the target is different from, but related to, the source task, and the focus is on solving unsupervised learning tasks in the target
domain
is always unknown for both the source and the target domains