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Therefore, our reconstructions present somewhat weighted averages of "true" values of optical parameters corresponding to excitation and fluorescent wavelengths.
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Concretely, we approximate this area using the average of true positive rate and false positive rate values by means of the following equation: (2) AUC = 1 + TP rate − FP rate 2, where TPrate = TP/ TP + FN) corresponds to the percentage of positive instances correctly classified and FPrate = FP/ FP + TN) corresponds to the percentage of negative instances misclassified.
Within each replicate, the average frequency of the favourable major QTL allele and the average level of true breeding values (DR, PT and TMI) were calculated, and subsequently averaged over all 50 replicates.
Even Qinc has some interpretation in this case: The direct estimates are estimates of the inverse variance-weighted averages of different true but unknown study-specific treatment effects.
In that case, the estimates of R1 and R2 become essentially weighted averages of the true parameters (S1 and S2) and 1, as the model tries to come up with a set of parameter estimates that best resolve these various (misspecified) contrasts.
where represents the average number of true edges in M j.
For the 102 targets, the average properties of true actives and decoys were compared (Fig. 6).
The main idea of this virtual model is to optimize over 'virtual resources', based on long-term averaged versions of true variables, in order to distributively control a rapidly changing complex network.
The right-hand figures show the average number of true and false positives for different thresholds.t = 35 returned usert = 35 error eventt = 70 returned usert = 70 error event.
We used our mathematical analysis to calculate the average yield of true target genes discovered among the top-scoring hits at a specified false discovery rate (FDR).
As figure 5A shows, although reducing the mutagenesis density does not directly affect the cost of the sequencing experiment, it does increase the average yield of true targets discovered.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com