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Fig. 3 | BMC Cancer

Fig. 3

From: Improved anticancer drug response prediction in cell lines using matrix factorization with similarity regularization

Fig. 3

Evaluation of different prediction methods through simulations. We compared the performance of SRMF, KBMF and DLN for the estimation of target drug response. The dimensions of the simulation results are m = 100, n = 150. Details of the simulation methods are in Additional file 3. We varied the noise level, which represents the strength of Gaussian noise adding to the target response matrix, from 0 (no noise) to 0.5 (high noise). a and b represent the performance based on different statistics: drug-averaged PCC and drug-averaged RMSE

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BMC Cancer

ISSN: 1471-2407

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