Detection of Diabetes through Microarray Genes with Enhancement of Classifiers Performance - Chellappan, Dinesh; Rajaguru, Harikumar (Diagnostics (Basel), 2023)
Keywords: Accuracy; Algorithms; Analysis; Chronic diseases; Classification; classifiers; Datasets; Decision trees; Diabetes; Diabetes therapy; Dimensionality Reduction; Distribution (Probability theory); Gene expression; Genes; Hyperglycemia; Machine learning; Mathematical optimization; Optimization techniques; prediction; Regression analysis; Support vector machines; Type 2 diabetes; type II diabetes mellitus; Womens health; India