It can be realized by first obtaining predicted values for two models, each with a different specification of the same independent variable, and then adding the prediction of the first model to the specification of the second model and vice versa (Appendix).
In addition, in response to a reviewer's request, we have added the predictions of our models at earlier time points.
Coexpression can provide an estimate of true co-regulation, as more observations of the system are added the prediction of co-regulated genes becomes more confident.
Then, the simulated annealing algorithm based on edge weight is applied to predicting and optimizing the maximal scoring networks for common and specific genes, respectively, which can remove the weak interactions and add the prediction of strong interactions to increase the accuracy of the networks.
The improvement is attributed to the idea that CeePre2 adds the prediction results of CeePre1 into the four new features expanded in the second learning stage.
It is also worth noting that despite not adding to the prediction of mortality, assessment of blood pressure in both arms may have clinical value by increasing the sensitivity of diagnosis and management of hypertension through the use of measurements from the arm with the highest reading.
The direct measure significantly added to the prediction of future achievement even after controlling for prior achievement, receptive vocabulary, and the more global teacher ratings.
Five predictors significantly added to the prediction of case outcome: child age, suspect gender, suspect age, child suspect relationship, and abuse frequency.
Using Mincer regressions (Mincer 1974), we were able to show in earlier studies (Klaukien et al. 2013) that literacy and, in particular, numeracy skills substantially added to the prediction of a person's income.
This adds to the prediction of psychiatric symptoms and psychiatric disorders, in line with previous results.
