Hence, J48 is a slightly modified C4.5 algorithm that generates a classification-decision tree for the given data-set by recursive partitioning of data (the decision is grown using Depth-first strategy). The algorithm considered all the possible tests that can split the data set and select a test that yields the best information gain. Concerning the evaluated data, J48 was less accurate than REPTree, which could be postulated since it is considered as a more sensitive algorithm than REPTree.