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Although the mean detection accuracy lies above 95%%, as seen in Fig. 16, accuracy is not a meaningful performance indicator due to the large class imbalance of 15:1 in favor of benign samples in the SWF dataset.
Mean detection accuracy was 96.9% overall (same identity faces: 96.6%, different identity faces: 97.5%, and non-face images: 96.9%).
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To further study splicing polymorphism in single cells [ 31, 41], we focused on highly expressed genes (mean FPKM > 100) to enhance detection accuracy, and found more than two thirds of genes expressed at least two isoforms in HeLa S3 cells.
The proposed scheme intelligently decides the detection algorithm based on the power and band of interest, thus increasing accuracy and reducing mean detection time for the known PU waveforms.
This study is different from all existing improvements in two ways: The proposed scheme intelligently decides the detection algorithm based on the power and band of interest, thus increasing accuracy and reducing mean detection time for the known PU waveforms.
A high detection accuracy in these conditions is achieved by means of the morphological filtering and the fuzzy-tuned PI controller.
Above all, the proposed scheme not only achieves variable-capacity, higher security, higher detection accuracy, and strong recovery ability but also can resist collage attack and mean attack.
Therefore, the accuracy of detection is increased at the cost of mean detection time.
The mean detection time of the I3S is still less than that of cyclostationary detection, and has the same accuracy of detection.
The mean detection time of the I3S is much less in comparison with the cyclostationary detection, but it has the same accuracy of detection.
"This model helps improve threat detection accuracy and decrease the number of false positives dramatically over time," Veeramachaneni says.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com