In general, the performance of temporal prediction is superior to inter-view prediction, because inter-view prediction has inherent disadvantages such as a perspective effect and a color imbalance problem between views.
This confirms that the murine TAP predictions are superior to human ones at identifying epitopes recognized in mice.
Moreover, in a head-to-head comparison with other available computational tools using the same test set, PCRPi predictions were superior in terms of precision, recall, and F1-scores (Table 1).
This ensemble prediction was superior to the single best DWT SVR model and regular SVR model for both 1-day and 1-month ahead predictions.
Table 7 shows that in 8 of the 9 classifiers, using a hybrid approach to wellness prediction is superior to expert only.
The quality of prediction is superior to the Steele/Lennard-Jones model in the case of graphite/graphitized carbon black, and yields a priori results for activated carbon without any adjustment.
Here we present an in silico approach for quantitative target prediction towards superior cell factories.
This observation suggests that many more markers would be necessary to obtain prediction accuracies superior to those using pedigree information.
Second, the disease-specific models generally performed better than the combined, suggesting that a disease-specific approach to prediction is superior.
Because we made a directional prediction of superior performance by the matched group, this difference cannot be considered statistically significant, but the effect size is notable.
