Both prediction methods showed high accuracy on example sequences of diverse plant species and were able to correctly infer novel PTS1 tripeptides, even including novel residues.
Quantitative measures of accuracy, for example, the area under the ROC curve (AUC) was also calculated by the software.
A more sophisticated assessment of accuracy, for example, might use a softer criterion that counts as true all SNPs within a given distance or LD-cutoff of a causal locus [e.g., Ayers and Cordell, 2010; Shi et al., 2011; Zhang, 2012].
Taking the criterion of balancing detection accuracy for example, closed-form expression, lower bound, and upper bound of the optimal relay policy were deduced.
CE-MRA has hence become accepted for non-invasive angiographic studies that can be performed on an out-patient basis, with high accuracy, for example in evaluation of the peripheral (lower limb) arterial system [7].
While several statistical algorithms have been developed to infer unknown haplotypes from genotype data [ 10- 12], the improvements of sequencing technologies will enable researchers to assemble haplotypes from sequencing data with very high accuracy (for examples of existing assembly algorithms, see Bansal et al. [ 13], Bansal et al. [ 14], and Schatz et al. [ 15]).
Numerical examples demonstrate the accuracy of the model in predicting the large displacement inelastic response of framed structures.
As part of this study, the 18-marker panel mentioned above was evaluated and found to have a diagnostic accuracy of 61%, another example of strikingly different results obtained by different laboratories in different cohorts.
Other approaches to alignment graph partitioning may also lead to improvements in the accuracy of MSARC, for example a better method of pairing residues for multilevel coarsening than the currently used naive consecutive neighbors merging.
Although alternative approaches using new scales have been suggested as a way of improving the speed and accuracy of trials (for example [ 13]), the modeling approaches described here make use of scales widely used in clinical trials, patient registries and observational studies.
