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

From: Application of transfer learning for cancer drug sensitivity prediction

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