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For analysis, we selected the alpha and elu datasets as only these two datasets were measured at equidistant time points.
These datasets were measured on different platforms, thereby introducing difficulties with respect to probe matching, and the fact that different reference pools may have been used.
The GSE19180 and GSE9654 datasets were measured on Agilent Human Genome CGH Microarrays, while the third aCGH dataset was BAC clone-based.
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Distance between two metabarcode datasets was measured by the Eq. 2: D = sqrt{frac{sumlimits_{N_{rm comb}} {left({m_{1}} left/{N_{1}}right. -{m_{2}} left/{N_{2}}right.
Recently, a growing number of expression datasets are measured as a time series.
To investigate the effect of specific data cleaning techniques, the relative improvement of each transformation on the above datasets was measured and averaged Figure 1.
The resulting hierarchical ANN consists of all subnets for identifying closely related species like Streptococcus spp. All 210 strains used for the reference dataset were measured ten times independently to include possible biological variances in sampling procedures.
Five of the 26 genes that overlap between IUPAC and standard alignment (DAD1, KCNQ3, NHP2L1, SCN1A, SCN4B) with allelic ratios ≥2 in the IUPAC dataset were measured with SNaPshot and only one had allelic ratios ≥2 (NHP2L1).
(8) Table 1 The cross-validation settings of datasets Dataset Training Test Validation Replication StarPlus 60 10 10 10 Haxby 6 5 1 12 Note that StarPlus dataset is measured in samples, while the Haxby dataset is measured in trials.
Then, orthogonal encoding features are added into frequent itemset features and the performance of this dataset is measured.
The dataset is measured by an airborne synthetic aperture radar system, some radar parameters are listed as follows: the signal carrier frequency is 15 GHz with a bandwidth of 800 MHz to provide range resolution of 0.1875 m and the pulse repetition frequency is 125 Hz.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com