Application of transfer learning for cancer drug sensitivity prediction

BMC Bioinformatics

Table 4 Applicability of Drug Sensitivity Prediction approaches for Matched and Unmatched Pairs of sets between Databases

Prediction Approach	Applicability
	Matched	Unmatched
Direct Prediction	Yes	Yes
Latent Regression Prediction	Yes	No
Latent-Latent Prediction	Yes	Yes
Combined Latent Prediction	Yes	No
Mapped Prediction (Domain Transfer)	Yes	Yes
Direct Inductive Transfer Learning	Yes	Yes

ISSN: 1471-2105