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Thus, determining the smallest sufficient dataset size that obtains the same accurate model as the entire available dataset remains an important research question.
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For small training dataset, it is beneficial because we could have sufficient training dataset for training an NN.
Authors' response 1: We agree with the reviewer that a small dataset of 8 peptides is not sufficient for demonstrating reliability of our method.
Furthermore, although it has been argued that using specialized software is not necessary with a small dataset because a word processor is sufficient [ 44], NVIVO 8 software was used in this study to have enhanced access to data and achieve greater transparency and consistency.
Our relatively small dataset (10 participants for each of the longer anticipation windows) does not provide sufficient sensitivity for such model comparisons.
Clades with many closely related genomes complicate exact positioning of an unknown, especially with smaller read datasets, though near-misses are very common and might be sufficient for some studies.
The smaller dataset was taken offline during UpGuard's investigation.
Only a small dataset is needed for the training procedure.
Seashore-Ludlow, B. et al. Harnessing connectivity in a large-scale small-molecule sensitivity dataset.
Recently, however, I was working with a small dataset of just 30 leaders.
It is trained on the public small General-100 dataset instead on our own big dataset.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com