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Exact(13)
It turns out that the stationary point equations are fulfilled with an average accuracy over all states and stationary points of 0.002 and a maximal accuracy of 0.006, which both is (<10^{-2}).
The CC and HC-based models as standalones performed even worse with the maximal accuracy of 73.55% and 73.31% respectively.
The maximal accuracy of 84% could be found at a cut-off of 5.5.
However, we obtained anAUC of0.853 and a maximal accuracy of 0.789, suggesting a slightly reduced prediction power when discarding RNA secondary structure information (Additional file 2).
On classification of group II alternatively spliced exons against a constitutive background, we achieved a maximal accuracy of ∼66% and AUC of 0.71 in IMR90.
In H, we achieved a similarly high level of accuracy of performance with a maximal accuracy of 78% and AUC of 0.87.
Similar(46)
Our maximal ROC curves can be substantially higher than those given by the beta distribution, which is an accurate proxy for multiple previous reports [ 10, 12, 13], indicating that the maximal accuracies of genetic prediction may be substantially higher than previously thought.
A cross-check of all available methods is the best way to achieve maximal accuracy for polydisperse systems.
The FNN analysis is a powerful machine-learning method for detecting, with maximal accuracy, significant combinations of characteristics that are associated with a particular attribute.
This may have led to selection bias, and yet it was the most reasonable method possible (while maintaining maximal accuracy) considering the difficulties of including the comprehensive process of routine constitutional typing in this small-scale study.
Methods were compared by simultaneous ROC analyses to identify the technique of maximal accuracy.
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