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As shown in Table 2, the studies in the literature have very limited datasets with a maximum of 2127 audio samples from 34 subjects [25].
The equations were developed for a wide diversity of organic compounds but mainly with very limited datasets (Table S10).
Similar(58)
Thus, even though GSETSK was trained with a very limited dataset in comparison with HBV or URBS, similar results were achieved.
However, that analysis was done using a very limited dataset of small RNAs generated from Sanger sequencing.
The experimental result shows that combining very rough fuzzy prior model with training examples still significantly improves the predictive performance of WEDM process modeling, even with very limited training dataset.
This is in contrast to the very limited miRNA expression datasets available in the public domain.
As currently the template datasets are very limited and we have already tried our best in finding the most abundant source of human-bacteria PPIs.
Most metagenomic datasets include very limited (or no) environmental metadata; here we focused on a subset of metagenomes with detailed measurements of pH and temperature, and a subset of these (from hydrothermal systems) with 18 additional geochemical measures that could be compared.
Whereas the chemical diversity of SAMPL4 dataset is very limited because it includes a small number of molecules distributed as the targets for blind test, FSD contains structurally diverse molecules including more than 40 functional groups.
The analysis with the dataset, although very limited in sample size, highlights the importance of adequately tackling the non-randomness in the 'case and control' studies in order to achieve reliable assessment of LD.
While the number of datasets may increase by such splitting, each dataset would have very limited, inconclusive information about the magnitude of the effect and it would again be very difficult to show the between-study heterogeneity, even if present.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com