Fig. 4

Overview of binning algorithm. A Binning is a process in metagenomics where the assembled sequences are clustered or grouped based on their similarities, which helps in reconstructing both known and unknown genomes from complex metagenomic datasets. B A visual representation of k-mer coverage and DBSCAN algorithm that forms the key algorithm of MetaBCC-LR. C LRBinner enhances sequence binning accuracy by combining composition and coverage information through k-mer profiles and advanced algorithms