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We emphasize that the data-driven threshold value may vary greatly among RNA-seq experiments owing to differences in sequencing depth and intra-condition variability (see Supplementary Fig. S31 for the data-based thresholds calculated on three additional RNA-seq datasets); as such, the threshold value must be recalculated for each dataset of interest.
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Note, since the outcomes are simulated, they vary from dataset to dataset; as such, the observed actual phase I stratification varied from dataset to dataset.
Aiming to simulate terrestrial carbon exchanges under realistic land surface conditions, we used as many satellite-observation datasets as possible, such as the standard MODIS, TRMM, and SRTM high-level land products.
do not form part of this dataset, and as such, are not included in our analyses as separate diagnostic categories.
Furthermore, this was an exploratory analysis using an existing dataset and as such an estimation of sample size was not conducted in advance.
DataSet handles primary datasets, such as gene expression datasets, uploaded by the user.
However, in several datasets, such as dataset 1, dataset 2 and dataset 6, the performances are improved greatly by considering the two stages.
(ii) The proposed cluster ensemble framework performs well on different datasets such as gene expression datasets and datasets in the UCI machine learning repository.
Datasets such as these provide excellent troves of candidate regulatory elements for functional validation.
The SMART filtering of our dataset is consistent with other datasets such as TB drugs, Novartis US antimicrobial drugs etc. [Table 2].
Thus, generated attack dataset was successfully detected as such by the RBF SVM.
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CEO of Professional Science Editing for Scientists @ prosciediting.com