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In addition to the biological relevance, increasing the size of the dataset is the best way to avoid overfitting of the algorithm with the rule-of-thumb to have at least 30 times as many training cases as there are weights in the network (10 times in our study); however for noise-free data, 5 times as many training cases as weights may be sufficient.
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Of relevance, increased mitochondrial cholesterol levels have been described in solid tumors.
Of relevance, increased basal levels of p-Stat5 AML blasts were shown to be predictive of the presence of FLT3-ITD mutations in patient samples [41].
This ensures clinical relevance, increases the chances of research findings being translated into changes in practice and should lead to improved patient outcomes.
Importantly, inflammation was the only domain that contributed significantly to the variance of capability and cognition outcomes in all age groups, and its relevance increased with age to become the largest predictor in (semi- supercentenarians (Figsemi- supercentenarians
As his relevance increases so does the insatiable yearning for their source to yield more. Hence the constant referencing.
It is worth noting here that although the arguments presented are general, their relevance increases with increasing volcanic risk.
Apart from the indications that such diagrams give on their own, their relevance increase when put in correlation with other sources of information.
Taken altogether these data indicate that EPC may protect against atherogenesis but also that their relevance increase with advancing vessel pathology and in symptomatic cardiovascular disease.
Environmental predictor relevance increases with increasing predictor values.
As K increases, might not the importance of antiredundancy (w.r.t. relevance) increase as well?
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com