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The PAM50 genes have low variability within normal tissue and distinct expression between normal and tumor tissue, perhaps because of the way in which these genes were selected: by identifying genes that had high variation between different tumors and low variation between different samplings of the same specimen[ 2].
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For each accession we organized three biological replicates and repeated the entire experiment using two different samplings of soil substrate (Table S1).
Bayes estimates take into account the different sampling errors of the reliability coefficients.
Different instances of ELM were fed with features selected from different bootstrap samplings of the real-life field datasets.
The chemical and radiochemical analysis of the different samplings show that the Cs grain boundary inventory is less than 0.4% of the total Cs inventory whereas the Cs gap release is about 1%.
Regarding total lipid amounts (TL), no statistical differences were detected among triplicates of different samplings within the same hairy root line.
Additional file 1 reports results representative of different samplings, underlining the similarity between U and D waters compared with control water.
Bagging (which stands for Bootstrap Aggregation) consists of an ensemble (or set) of decision trees, where different decision trees in the ensemble are produced by different random samplings (different bootstrap samples) of the original training set [31].
The regularization of the filter was chosen to be optimal for each of the different samplings, but was not changed with the amount of noise.
This observation correlated with the fact that the weights in the van de Vijver data set had a significantly larger standard deviation than those in the Wang data set when different sub-samplings of the data were taken, leading to the conclusion that the van de Vijver data set was noisier.
I also want to know how different sampling methods affect the observed numbers of both of these species.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com