... process typically continues until the subsets are “pure,” thatis, all instances in the subset fall in the same class, at which time the tree growing isterminated.Algorithm 1.1 C4.5(D)Input: an ... First, the cluster representatives are initialized bypicking k points in d. Techniques for selecting these initial seeds include samplingat random from the dataset, setting them as the solution ... learning, association analysis,andlinkmining,whichareallamongthemostimportanttopicsindataminingresearchand development, as well as for curriculum design for related data mining, machinelearning,...