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Scatter plots and statistical criteria of "absolute fraction of variance (R2)", and "mean relative error (MRE)" were used to evaluate the prediction performance and universality of the developed models.
We filtered the gene expression dataset through the criteria of absolute 2-fold change and p value of <0.01 before analyzing these data by principal component analysis (PCA) and the un-supervised hierarchical clustering methods.
3 In keeping with the income inequality literature (see, e.g. Lambert, 2001), we label the vertical equity judgements implied by the IRHI equivalence criteria of absolute and relative measures of inequality in health attainments as 'leftist' and 'rightist', respectively.
Under the criteria of absolute fold-change ≥2.0 in at least one developmental stage and having a LogRatio P -value ≤ 0.001 in at least one stage, we identified 3,352 probe sets (Additional File 5).
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Einstein's conclusion is, of course, entirely contingent on the empirical facts of electrodynamics; it could have been avoided if there were in nature a useful signal of some kind whose transmission would provide a criterion of absolute simultaneity, so that the same events would be determined to be simultaneous in all inertial frames.
The criterion of absolute tumor specificity is rarely met, and current approaches often must target tumor-associated antigens (ratio of neoplastic tissue to normal tissue expression acceptable for lack of bystander effect).
Compared with the other filters, AWFM exhibits better performance in the criteria of mean absolute error (MAE) and mean square error (MSE).
Differentially expressed genes (DEGs) in rice cultivars were identified through comparing gene expression levels between U. virens- and mock-inoculated panicles with the criteria of the absolute log2 ratio value ≥ 1 and false discovery rate (FDR) ≤ 0.001 [ 84].
As we were interested in rare mutations, CNV regions were required to meet the criteria of median absolute z-score > = 5 and signal to noise ratio > = 9 for acceptance.
To address the dataset imbalance present here, the average of sensitivity and specificity was used as a criterion, instead of absolute accuracy.
The paper presents a novel frequency-domain interpretation of Popov criteria for absolute stability in Lur´e systems by means of what we call complex scaling stability analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com