Welcome to YABAC: Yet Another Bacteria and Archaea Classifier
Yet Another Bacteria and Archaea Classifier (YABAC) is a standalone tool and web application for classifying Bacteria and Archaea down to phylum rank based on 16s rRNA sequences using a machine learning approach.
Our Methodology
Read about the materials and methods of the YABAC-method.
Data exploration and training results
Gain insight in our training data and the performance of our machine learning models.
Online prediction tool
Predict the corresponding phyla of your Archaea and Bacteria 16S rRNA sequences. No need to download anything, just submit your sequences to our online tool. Quick, easy and driven by machine learning.
Help
Find answers to frequently asked questions about our project, including explanation of the biological context and the theoretical concepts behind YABAC and its machine learning algorithms.
About
Read about the background of YABAC, contact details and explanation of how to use the website.