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Accuracy of prediction for the developed 5 consensus models based on Tox21 data set.
| Average AUC value | Average BA value | |
|---|---|---|
| Consensus_MDL | 0.833 | 0.658 |
| Consensus_RF | 0.832 | 0.573 |
| DLCA_model | 0.84 | 0.673 |
| Consensus_PCM_DL | 0.817 | 0.621 |
| Consensus_PCM_RF | 0.828 | 0.566 |
Average AUC values calculated across all assays for external test set. Average balanced accuracy values calculated across all assays for external test set. The best results are shown in bold.
