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. 2019 Jul 30;59(8):3370–3388. doi: 10.1021/acs.jcim.9b00237

Figure 11.

Figure 11

Performance of D-MPNN on four Amgen regression data sets according to three methods of splitting the data (lower = better). The chronological split is significantly harder than both random and scaffold on Sol and hPXR, while the scaffold split is significantly harder than the random split on Sol only.