Sentence examples for better prediction ability of from inspiring English sources
Indeed, this dataset was more internally consistent thus contributing a better prediction ability of the models.
In minimal growth medium, 111 genes were identified as essential for cell growth, whereas 66 essential genes were identified in yeast extract medium, which were verified by database of essential genes, suggesting a better prediction ability of iYL_2.0 in comparison with other existing models.
The estimated prediction error of our final model is 0.81, whereas that of the naive model is 1.57, which demonstrates a much better prediction ability of our final model compared with the naive model.
In a retrospective evaluation of 760 patients the delta MELD score had better prediction ability for mortality than the baseline MELD score [ 20].
Models BIR1 and BIR2, which explicitly considered the decay of the singular values in the prior distribution, in general had greater average correlations and lower average PMSE, indicating better prediction ability than BRR, BIRR, and BAI.
Another trend that emerged from these results is that with low-density markers and for simple traits (FFL and MFFL), the predictive ability of the linear model (BL) surpassed those of the nonlinear models (RKHS and RBFNN), whereas with high-density markers, nonlinear models always showed better prediction ability than the linear models.
Thus, it would seem difficult for the joint-family analysis to capture a large number of rare QTL effects in a single model; in this situation single-family analysis should be better able to capture rare allele effects and provide better prediction ability.
In Table 4, models 6, 7, 8, and 9 presented the lowest Brier scores, so these four models had better prediction ability.
The AUC (area under curve) value also indicated that Random Forest classifier can achieves better prediction abilities than others for select NR-inhibitors.
We attribute this slightly better predictive ability of IBS-GS to the inclusion of LD information in the prediction of breeding values, although this may also be a result of the rather simplified assumptions made in the stochastic simulation.
