Overlap heatmap for all transporters in meta-organism dataset.

Overlap heatmap for all transporters in meta-organism dataset.

<p>Heatmap showing the fraction of proteins annotated with GO term 1 that are also annotated with GO term 2, for all pairs of GO terms in the optimized subset for the meta-organism dataset.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Andreas Denger (12111159) (author)
مؤلفون آخرون:	Volkhard Helms (35164) (author)
منشور في:	2024
الموضوعات:	Biochemistry Medicine Cell Biology Genetics Biotechnology Infectious Diseases Biological Sciences not elsewhere classified Information Systems not elsewhere classified various research fields unlike previous approaches supervised learning methods sufficient sample size strong class separability provides important information median f1 score low sample count key biological pathways form complex networks employ machine learning training predictive models dataset containing 98 95 ± 0 92 ± 0 87 ± 0 30 go terms 11 go terms meta -) proteome div >< p creating training datasets membrane transporters within pipeline automatically reduced training dataset go terms go datasets membrane transporters protein datasets wide variety wide range transport proteins transmembrane transporters thaliana </ substrate transport specific substrates specific functions respective functions reducing redundancy pipeline found molecular functions minimal redundancy including plants including biotechnology hierarchical relationships full redundancy frequently annotated covered proteins coli </ cerevisiae </ cell eukaryotes biology behind automated pipeline 67 %,
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