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Comparing accuracy and run time results for M. tuberculosis inhibition datasets (18,886 compounds) 25 using data re-uploading classifier on CC with 3 GPU’s versus QC with 5-fold cross-validation using SVM.
| Dataset threshold (number of actives) |
Time on CC (min) |
CC Accuracy (%) |
Time on QC (min) |
QC Accuracy (%) |
|---|---|---|---|---|
| 100 nM (645) | 125 | 97.1 | 104 | 90.5 |
| 1 mM (2351) | 144 | 90.4 | 101 | 81.4 |
| 10 mM (7762) | 229 | 75.6 | 153 | 54.9 |
