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. 2020 Jan 8;12:1. doi: 10.1186/s13321-019-0407-y

Table 6.

The selection of datasets on which models were trained, and details pertaining to these sets

Dataset Tasks Type Compounds Split Metric
MUV 17 Classification 93,127 Random PRC-AUC
HIV 1 Classification 41,913 Scaffold ROC-AUC
BBBP 1 Classification 2053 Scaffold ROC-AUC
Tox21 12 Classification 8014 Random ROC-AUC
SIDER 27 Classification 1427 Random ROC-AUC
QM8 12 Regression 21,786 Random MAE
ESOL 1 Regression 1128 Random RMSE
LIPO 1 Regression 4200 Random RMSE