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Beckoning waterborne travelers at the plaza's edge are the sculptor Martin Puryear's unmatched pair of stainless-steel pylons.
Perhaps the best-known unmatched pair is James Carville, a chief troubleshooter for President Clinton, and Mary Matalin, a top campaign aide for former President George Bush who now appears on CNN's "Crossfire" and advises George W. Bush's presidential campaign.
When the feelings don't seem to go together, an unmatched pair, it is confusing and hard to process.
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Given the labelled training images, we first generate a large number of pairs with a certain proportion of matched and unmatched pairs.
Then, taking these pairs as input, we aim to enlarge the differences between the unmatched pairs while reducing the variations between the matched pairs, and we update the model parameters by using the mini-batch stochastic gradient descent (SGD) algorithm.
On average, there are 24857 SNVs per sample, 24427 SNVs between matched pairs and 32286 SNVs between unmatched pairs.
For each dataset, the matched pairs were differentially clustered from the unmatched pairs, and the matched pairs tend to be clustered in the bottom-right corner.
As evident in the clustering of Figure 1, matched pairs were clustered together and further from the unmatched pairs, indicating the differences in the relatedness between the samples.
From both the SNP6 and NGS data, we observed that although there is differential clustering between the matched and unmatched pairs, the relative position in both data differed slightly.
Unconditional models were used to increase statistical power by inclusion of unmatched pairs.
Meanwhile, the upper/lower lobe pairs showed strong similarity (average Pearson correlation of 0.929) as compared to unmatched pairs (average Pearson correlation of 0.781).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com