IntegrIBS: Evaluating the Potential and Challenges of Building a Robust IBS Classifier with Integrated Microbiome Data
Dinakaran Palani, Nishad Bapatdhar, Renuka Manchiraju, Bipin Pradeep Kumar, Samik Ghosh, Sucheendra K. Palaniappan
The paper evaluates the potential and challenges of building an IBS classifier using integrated microbiome data, finding that while XGBoost achieves moderate accuracy, performance drops significantly when tested across diverse datasets.
bioRxiv · Jun 21, 2024 · PreprintBioinformatics