To assess the predictions of IRIS type by the 12th week post ART initiation for exploratory and confirmatory classification, decision tree analysis was performed by including all the clinical parameters and demographic characteristics of the participants, including location, education, occupation, religion, marital status, income source, baseline CD4 count and HIV-RNA viral loads, MBMI, co-infections, and maternal age. This evidence concerns the gene CD4 and coinfection.