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The described approach is seen to give substantially improved accuracy compared to more traditional methods.
The two-layer model provided improved accuracy compared to existing models indicating that the model is able to adequately address the dense- to dilute-phase transition criteria.
The method can yield substantially improved accuracy compared with Chib's estimator and the crude Monte Carlo estimator, as illustrated with three examples.
FDA test approval is required when a test kit is sold across state lines in the US and does not, per se, indicate improved accuracy compared to CLIA approval.
The presented results show that on average the predictive accuracy of the best bootstrap based tree offers improved accuracy compared to the tree from the standard CART algorithm.
This equation has been shown to have improved accuracy compared to the estimated GFR equations that used either one of these markers alone [ 10].
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At all sample sizes and for almost all traits, the optimized samples improved accuracies compared to random samples.
In the riparian area, combining indexes did not improve accuracy compared to using SNFI alone, whereas in the agricultural area, combining the three indexes produced the best result.
Experimental evaluations on several public real-world datasets show that our case-base editing technique significantly improves accuracy compared to other case-base editing approaches on concept drift tasks, while preserving its effectiveness on static tasks.
In a simulation with mild to strong dominance, this method improves accuracy, compared to an RSR-type approach [ 43].
It was also interesting that the use of dynamic MRI in this patient population did not improve accuracy compared with high-spatial-resolution three-dimensional MRI alone.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com