Overall, the model in V 2, ρ, D, and A recorded the best performance metrics amongst the calibration dataset, and relatively good metrics when validated; however, the simpler model in V 2 and ρ recorded better validation metrics.
Unfortunately, they perform regularly worse when validated in new patients and are then often redeveloped.
This modeling, when validated with the measurements, could provide a valuable tool for extrapolation of the findings to other sites.
Figure 11 shows the ROC plot for the predictive cytotoxicity model when validated with this set of drug compounds.
Furthermore, when validated, all estimates of MOE were less than 11.0 GPa, resulting in a TP rate of 0%%.
Results show that predictions made by a non-optimized RF resulted in a kappa index of 89.6% when validated with legacy soil survey data from single-component polygons and a kappa index of 79.5% when validated with field data.
These preferences, when validated by users, are transformed into XACML V3 policies and then enforced by our XACML authorization management system.
Moreover, the actual data points are mostly in the 90%% confidence interval, showing a high prediction power when validated with historical data.
The overall accuracy of land cover classification was 94.38% with a kappa coefficient of 0.94 when validated with field inventory data and Google Earth images.
When validated at the landscape scale, the difference between modeled and measured aboveground mangrove biomass was 3.48% with MAE of 105.75 Mg/ha.
When validated against locations in Scotland that are currently experiencing coastal erosion, the CESM successfully identifies these areas as having high susceptibility.
