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proteins optimization » process optimization (Expand Search), routing optimization (Expand Search), property optimization (Expand Search)
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proteins optimization » process optimization (Expand Search), routing optimization (Expand Search), property optimization (Expand Search)
based optimization » whale optimization (Expand Search)
mapk proteins » marker proteins (Expand Search), all proteins (Expand Search), m proteins (Expand Search)
binary mapk » binary mask (Expand Search), binary image (Expand Search)
snp » snps (Expand Search)
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<i>hi</i>PRS algorithm process flow.
Published 2023“…From this dataset we can compute the MI between each interaction and the outcome and <b>(D)</b> obtain a ranked list (<i>I</i><sub><i>δ</i></sub>) based on this metric. <b>(E)</b> Starting from the interaction at the top of <i>I</i><sub><i>δ</i></sub>, <i>hi</i>PRS constructs <i>I</i><sub><i>K</i></sub>, selecting <i>K</i> (where <i>K</i> is user-specified) terms through the greedy optimization of the ratio between MI (<i>relevance</i>) and a suitable measure of similarity for interactions (<i>redundancy)</i> (cf. …”
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2
Supplementary Material 8
Published 2025“…</li><li><b>XGboost: </b>An optimized gradient boosting algorithm that efficiently handles large genomic datasets, commonly used for high-accuracy predictions in <i>E. coli</i> classification.…”