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The current study differs from prior study in three perspectives: Firstly, the study uses larger data set sampled over a longer period (Sample size 208) than in previous studies on Indian market which increases statistical power of the model.
Finally, the third data set sampled 42 genomes.
A test set sampled from a highly reduced design is less likely to be fully representative for the population than a test set sampled from an FFD (which includes all possible combinations of parameter values).
The reference set sampled up to 1 kb upstream of the TSS and has a lower standard deviation for most data points, indicating that in a smaller region there is less choice in motif matches to randomly sample from.
Approximately 1.3 million sequences constituting the metagenomic data set sampled from a malnourished child [ 21] were provided as input to (1) i-rDNA and (2) directly to the meta-RNA program.
We found that the use of an unlabeled data set sampled from GeneRIF improved the F1 score by 0.03 compared with the baseline, which uses only positives and negatives from the training data set and BOW features.
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Langholz, B. & Goldstein, L. Risk set sampling in epidemiologic cohort studies.
We used risk set sampling to identify the control group.
All the parameter sets sampled for the Fig. 4 belong to the mixed mode.
Data sets sampled genetic variation across various taxonomic levels, from within-population to between-species.
A PROS sample design is similar to a ranked set sample with some clear differences.
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