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. Author manuscript; available in PMC: 2014 Sep 1.
Published in final edited form as: Knowl Inf Syst. 2013 Jun 7;36(3):537–556. doi: 10.1007/s10115-013-0665-3

Table 2.

General relationship between inductive/transductive learning and the availability of labeled data.

Label Availability Most Common Approach
Informed Supervised Inductive Learning
Informed Unsupervised Inductive Learning
Uninformed Supervised Transductive Learning
Uninformed Unsupervised Unsupervised Learning