So, the final estimated cell death is A concordance index (c-index) was used to compute the proportion of concordance between the predicted and observed ranks of drug pairs to evaluate prediction performances.
Our results suggest that the prediction performances with the use of GO terms, regardless which predictive modeling method is used and which criteria is used for comparisons, are always better than those without the use of GO terms.
All five models exhibited excellent prediction performances.
The prediction performances were quantified, and compared to FFBP.
The obtained values of VAF and RMSE, given in Table 4, indicated high prediction performances.
Table 3 demonstrates the target prediction performances of 3 types of pharmacophore definitions.
For each water quality parameter, prediction performances were assessed by cross-validation.
Prediction performances were assessed by cross validation, which examines the accuracy of the generated surfaces.
The prediction performances of existing correlation equations usually used in mesoscopic model calculations are also investigated.
Furthermore, GRU achieves prediction performances similar to LSTM with a quicker learning curve.
We evaluated the fitting and prediction performances of the combined function models, as well as their limitations.
