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Using these more complex predictors the model was not able to make substantially better predictions.
The use of individual regression equations instead of average regression equations resulted in substantially better predictions of individual minute ventilations.
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Because the two models result in essentially the same predictions, the eight-compartment cannot be said to have a substantially better prediction power.
EJF models had substantially better prediction R compared with the individual JF models using either the original or reduced maps for the three traits.
Only in the case of a substantially better prediction power would the eight-compartment model be the model of choice; otherwise, the one-compartment model would be used.
Additionally, we determined that the carotenoid QTL-targeted marker set yielded substantially better prediction accuracies than marker sets generated from eight 500-kb regions selected at random throughout the genome (2.765-fold 2.765-foldrence; paired t = 10.68, d.f. = 23, P-value = 1.09 × 10−10) (Table S11).
Overall, we demonstrate that our new models yield substantially better runtime predictions than previous approaches in terms of their generalization to new problem instances, to new algorithms from a parameterized space, and to both simultaneously.
The results suggest that the precision of dinucleotide-model predictions is substantially better than PWMs, for a given sensitivity, and for high-confidence predictions DWM predictions are nearly twice as specific to REDfly sites as PWM predictions.
Accordingly, our predictive model is substantially better.
The miRanda was shown to provide a substantially better sensitivity as a trade-off for large increase in the total number of predictions.
These simulations show the prediction works in many roads, and the travelling efficiency looks substantially better than that of two conventional systems.
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