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We then apply the proposed algorithms to both the original data and the surrogates.
It makes both the original data as well as their statistics simultaneously available for extraction of thematic information.
For the first time, speed will play a role in the competition, as programs go head to head on both the original data sets and a brand-new DNA sample.
The analyses are conducted at both the original data resolution and 20 aggregated resolutions, covering a total range of 30 m to 1500 m, so that topography vegetation relationships can be compared at different scales.
The AC scores for each miRNA are calculated in both the original data, denoted as ACS r) for the rth miRNA, and the permutated data, denoted as ACS r, k), for the rth miRNA in the kth permutation.
Analyses were performed using both the original data set and the imputed data sets.
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For both stations, the original data are acquired in different formats (binary, ASCII), which are set by the manufacturers of the sensors (SeaBird, Sunburst, Young, Pro-Oceanus Systems, etc)., and then stored locally on a dedicated server in OGS.
To test the six different possible sources of differences, we used a range of different pairwise map comparisons, both on the original data and on maps of differences between pairs of maps.
MMR and AdaBoost.PL is very similar at the beginning of the training process in that they both split the original data into multiple partitions and train each part on different computing node with the AdaBoost.M1 algorithm with the same base learner.
Both methods model the original data by assembling a substantially smaller dataset representing the larger original data.
The detailed analysis prepared in our study was authorized by these both authorities holding the original data.
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CEO of Professional Science Editing for Scientists @ prosciediting.com