Natalie Houser, Dean Kriellaars
"Where was this when I was in Physical Education?" Physical literacy enriched pedagogy in a quality physical education context
Frontiers in sports and active living
advent highthroughput sequencing technologies revolutionized field bioinformatics also heightened demand efficient taxonomic classification despite technological advancements efficiently processing analyzing deluge sequencing data precise taxonomic classification remains formidable challenge existing classification approaches primarily fall two categories databasebased methods machine learning methods presenting set challenges advantages basis aim study conduct comparative analysis two methods also investigating merits integrating multiple databasebased methods indepth comparative study evaluated performance methodological categories taxonomic classification utilizing simulated data sets analysis revealed databasebased methods excel classification accuracy backed rich comprehensive reference database conversely machine learning methods show superior performance scenarios reference sequences sparse lacking generally show inferior performance compared database methods conditions moreover study confirms integrating multiple databasebased methods fact enhance classification accuracy findings shed new light taxonomic classification highthroughput sequencing data bear substantial implications future development computational biology interested exploring methods source code study publicly available httpsgithubcomloadstar822genomeclassifierperformanceevaluator additionally dedicated webpage showcasing collected database data sets various classification software found httplabmalabcntqzprojecttaxonomic