Figure 1. Multitask learning and single task learning, transductive and inductive learning.

(a) A schematic comparison of single task learning and multitask learning models. (b) Inductive and transductive multitask learning schemes. Training data in both feature and response matrices are colored in blue. Testing data in both feature and response matrices are colored in red.