ALB and chronic kidney disease: For example, the IG technique ranked albumin, hemoglobin, packed cell volume, red blood cell count, and serum creatinine as the most informative features, and numerous studies have identified a strong correlation between these variables and chronic kidney disease [71,72,73,74].