The super learner achieved a classification accuracy of 96.83% for WDBC, 86.36% for SHD, 94.74% for HCC, 90.48% for HD, 81.82% for VCD, 84.0% for CHD, and 70.0% for ILP. This evidence concerns the gene XIAP and coronary artery disorder.