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The cross-validation test achieved an overall recognition accuracy of 86%.
Finally, all the recognition rates are averaged to obtain an overall recognition rate for the proposed method.
The experimental results illustrate that the proposed multi-sensor system can achieve an overall recognition accuracy of 96.4% by adopting the mean and variance features, using the Decision Tree classifier.
"I think there is an overall recognition that putting someone in the hole has detrimental effects," Hufnagel told me, stressing that she still feels it could have value as a disciplinary tool when used appropriately.
Performance was above chance for all but one of the novel lighting conditions (with an overall recognition accuracy of ∼75% correct), and all the novel elevation conditions.
Clearly, DB1255 has an overall recognition capability different from that of classical AT specific minor groove binders or the DB293 dimer at ATGA.
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The online experimental result with an average overall recognition accuracy of 90.2% for three apple varieties indicates that the proposed method is effective and suitable for defective apple detection.
This OMAC method is shown to be useful for achieving a high overall recognition rate for a selected set of vapor analytes.
The method achieved a 97.7% overall recognition accuracy in recognizing a key class of marker cells, the body wall muscle (BWM) cells, on a dataset of 175 C.elegans image stacks containing 14 118 manually curated BWM cells providing the 'ground-truth' for accuracy.
Our goal being to decide on three possible situations (safe, dangerous and potentially unsafe), we achieve to distinguish more than 94 % dangers from safe scenes within a 91%% overall recognition rate at very low resolution.
Figure 6 shows that the Bayesian Framework (edge images) containing the Distance From Features Space has made SHR more robust against these failures, resulting in a higher overall recognition performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com