The document compares the accuracy of two machine learning algorithms, RBFN and SVM, on a classification task. SVM achieved the highest accuracy at 90.90% while RBFN was slightly lower at 87.60%. A bar graph shows SVM had the best performance in terms of classification accuracy compared to RBFN.