Tetranucleotide-Frequency Distances are often modeled using Gaussian distribution, but their distributions demonstrate a right skewed shape. This project is a likelihood-framework to demonstrate the efficiency of using right skewed distributions for modeling these distances, which could impact the downstream Binning step of Metagenomics pipeline