Table 5

Performance of DL1+0 considering a fivefold cross-validation

Predicted 0sPredicted 1s
True 0s735
True 1s817
  • Sensitivity 93.5%; specificity 68%; positive predictive value (precision) 77%.

  • At first it appears that there is not a significant improvement obtained via this model but the user can be more certain that the output recommended candidates are more reliable than DL1 or DL0 alone.

  • DL,¬†deep learning¬†paradigm.