The results are given in Table 1 and a subset of these results are shown as PPV SEN curves in Figure 3, which shows that with additional sequences the structure prediction improves, but with decreasing increments, as indicated by the small improvement between 8 and 10 input sequences.
Whether preoperative risk prediction improves with the use of more patient- and procedure-targeted models is unclear.
Graphical abstract The inclusion of large scale negative training data for in silico target prediction improves the precision and recall AUC and BEDROC scores for target models.
The third metric that is used after the first and the second metrics are satisfied is the measure of how the prognostics algorithm prediction improves with time with respect to actual RUL.
Our experimental results show that the performance prediction model achieves high accuracy and the smart VM scheduling algorithms based on the prediction improves system efficiency and VM performance stability.
Even when taking the second of these two factors into account, we still arrived at the conclusion that overall prediction improves as the energy level threshold increases from 30 to 60 to 100 MeV.
