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Fig. 4 | Journal of Cheminformatics

Fig. 4

From: Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set

Fig. 4

Comparison of the mean z-scores obtained by the different methods. Bars are colored by method and error bars indicate SEM, best performance is by the DNN (0.96 ± 0.19, 0.92 ± 0.13, and 0.60 ± 0.11 respectively), followed by SVM (0.32 ± 0.09), LR (0.22 ± 0.06), RF (−0.21 ± 0.41 and −0.28 ± 0.41), and finally NB (−0.69 ± 0.04 and −1.84 ± 0.40)

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