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Furthermore, the selected genes by these methods improved the prediction of purely clinical model and can satisfactorily predict survival.
The initial stepwise increase of the size of the training set improved the prediction accuracy for all patients, but at some point the improvement became negligible (Fig. 3).
This new approach has significantly improved the prediction accuracy.
Using the non-iterative proposed approach significantly improved the prediction.
The stepwise approach significantly improved the prediction of metal uptake by cabbage over the direct approach.
Results showed that the proposed strategies significantly improved the prediction performance.
The calibrated logistic model only minimally improved the prediction accuracy of the AP model.
The developed model improved the prediction accuracy by between 3% and 11% with respect to previous work.
The modification of the ABF 2.99 mechanism using recent benzene reactions greatly improved the prediction of the benzene mole fraction.
Furthermore, an algorithm derived from clinical features, combined with measurements of five metabolites, improved the prediction of patient survival.
APACHE II scores significantly improved the prediction of overall and 48-hour mortality compared with age adjustment alone.
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