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FLDA assisted in evaluating the morphometric features based on overall classification accuracy.
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Each pattern was mean-subtracted to avoid any trivial classification based on overall higher cross-classification performance for Sd- than outcome-evoked data.
Conclusions: The three-stage classification algorithm performed better than one-stage classification approaches based on overall F-tests, t-tests, or linear regression.
We argue that since the classification is largely based on overall methylation levels within a region rather than relations among methylation levels of individual cytosine sites, the criteria similarly apply to both cell-specific methylation and ASM.
Being based on overall differences so slight, EMG affords significantly poorer classification than EEG.
Other classifications (moderate, moderate to high, moderate to low) were based on overall clinical and critical judgments of proximity to high or low quality.
Accuracy assessment was based on the classification overall statistical accuracy results and also on comparisons of the derived burnt area estimates versus validated estimates from the Risk-EOS Burnt Scar Mapping service.
The overall evaluation was based on a classification system established by The Scientific Committee of the Danish Society of Occupational and Environmental Medicine, 2005 and used in other recent reviews, e.g. [ 3, 5].
The overall accuracy is calculated based on the classification results obtained in all the frames.
The overall COG classification of clusters was based on the same classification as mentioned above, however this classification represents a consensus where the COG category matching the highest number of paralogs in the cluster determines the cluster classification.
Percent correct classification is based on the overall success of the total sample's cumulative classification in this manner.
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CEO of Professional Science Editing for Scientists @ prosciediting.com