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In this study, almost all the classifiers reached prediction accuracies around 80%%.
They could reach prediction accuracies around 80%, which partially confirms people's speculation that there may exit sequence propensity for genomic DNA methylation.
That exceeds the level of r 2 = 0.2 simulated by Meuwissen et al. [ 19] to reach prediction GEVB accuracy around 0.85.
For example, even the well-characterized chlamydial porin MOMP (a trimeric beta-barrel protein) never reaches prediction results as clear as most E. coli porins (see additional file 1: Supporting Information, Tables S1 and S2).
The classifier for testis-selective gene prediction reached predictive performance with overall accuracy at 91.00% and ROC AUC = 0.8433.
Performance is reasonably stable with respect to k values, reaching similar prediction scores for k in the range 2 2.8.
In addition, computational methods have been developed for predicting molecular interactions, some of which reach prediction quality comparable to that of experimental high-throughput data (Ramírez et al., 2007; Shoemaker and Panchenko, 2007).
Mr. Wlezien, Mr. Holbrook and several others at the Washington gathering used various statistical models in reaching their predictions.
The observation that the RTX response prediction reached optimal predictive value in patients without current prednisone treatment suggests that the prednisone-related suppression of the IFN-score obscures the 'genuine' intrinsic IRG expression, leading to the lower accuracy of prediction.
Their approach reached a prediction accuracy of 86.55%, when applied to predicting saccharomyces cerevisiae PPIs.
The phenomena have therefore been studied widely with a view to reach a prediction capability.
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