Hence, autocorrelation ranges between −1 and 1, where a value of 0 implies no correlation at all, and −1 and 1 show perfect predictability of data ahead in time.
Overall, the predictability of TF data is higher than the predictability of histone data (Wilcoxon rank-sum test, p-value 0.0002).
To evaluate model predictability for clinical data, the established PBPK model was used to predict results from a clinical report.
"In this case, we don't see the decision by a single developer as a definitive statement on the predictability of the data".
One of the key limitations of the many existing visual tracking method is that they are built upon low-level visual features and have limited predictability power of data semantics.
In general, there is a need to strike a balance between flexibility and predictability in the data quality evaluation process; it will always include an element of expert judgment, but it is also, in our view, important to continuously seek to increase the predictability and transparency of this process.
Additionally, bootstrap model validation was used to assess the robustness of the regression model for its predictability for future data.
In summary, the PBPK models presented in this article have shown good predictability of observed data in adults and in almost all pediatric age groups, except in neonates where a lower predictive performance was seen, which indicates a more cautious use of model-generated data in this age group.
Q2 is defined as the proportion of variance in the data predictable by the model and indicates predictability, calculated by cross-validation procedure [ 36].
We proposed and tested an opportunistic method for use in cases wherein the requirement of predictability and regularity in data generation could be relaxed.
