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This was likely due to the comparatively smaller number of "positive" than "negative" tissue samples present in these microarray datasets, which serves as an implicit 'weight' for the algorithm to selectively choose classifiers exhibiting correct 'negative' diagnoses over correct 'positive' diagnoses.
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P-values were corrected for multiple comparisons and pathways exhibiting corrected P-values of less than 0.05 were considered significant.
The classification accuracy, obtained through comparisons with sampling locations, exhibited correct classification of 57.6% in the RF model, 56.8% in the DT, and 56.1% in the ANN model; the conventional soil map had 69.7% correct classification.
Current model-based diagnosis approaches account for the fact that a component cj may fail intermittently by introducing a parameter gj that expresses the probability the component exhibits correct behavior.
The approximate numerical solutions obtained by the present method exhibit correct physical behavior for several values of ε and t.
None of the 55 datasets tested exhibited correct type I error for the binomial-based test.
In contrast, control cells in metaphase exhibited correct chromosomal alignment at the metaphase plate.
The C-index is a performance characteristic for survival models, and it represents the fraction of all pairs of subjects whose predictions exhibit correct orders over the pairs that are able be ordered.
To confirm that toxins expressed by phage fusion exhibited correct folding and activity, cry8Ka1 and cry8Ka5 variant genes were subcloned into the pET101/D TOPO (Invitrogen) plasmid according to the manufacturer's instructions.
Wild type-looking GCs of FAMALGK plants re-iterate the stomatal developmental pathway, undergo further divisions and exhibit correct orderly expression of stage-specific stomatal regulators and cell cycle genes.
Proportion of time that significant clustering was exhibited (corrected for the presence of the disease) for clusters between cases.
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