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Obtained data were used to design a best-practice processing and decision-making protocol allowing rapid specimen throughput and maximal classification accuracy.
And there is a need for an algorithm to provide good classification performance with a reasonable response time and maximal classification accuracy.
The design of iGEC has three objectives to be simultaneously optimized: maximal classification accuracy, minimal number of rules, and minimal number of used genes.
Here Q is pheromone intensity and Acc is maximal classification accuracy in each cycle.
Figure 4A shows the spectral bins which were used to reach maximal classification accuracy (for power) in each subject.
Using all 24 modifications, we obtained a maximal classification accuracy of ∼70% and AUC of 0.75 for group I exon intron boundaries in IMR90.
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The classification accuracy for holes and cracks is reported as 83 and 95%, respectively.
If Youden's index Y, i.e., true positive rate minus false positive rate, is maximal, then the classification accuracy cannot be further improved by taking a larger cutoff [ 19].
Here, we found a very similar maximal distance of 2.3 cm between the centroids of the regions of significant classification accuracy in any 2 of our 14 hemispheres.
The accuracy was evaluated for each 500-ms window, and the maximum value of the accuracies was estimated as the classification accuracy.
First, we demonstrated the importance of sculpting sub-cavities toward their maximal common substructure; however, our results suggest that a more sophisticated MCS algorithm (Shatsky et al., 2006) may improve both classification accuracy and structure recovery.
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