fpgrowth

MachineX: Frequent Itemset generation with the FP-Growth algorithm

April 27, 2018July 19, 2018Artificial intelligence, ML, AI and Data Engineering, Studio-ScalaAlgorithms, Artificial intelligence, association rule learning, fp-growth, fpgrowth, Machine Learning, MachineX

Reading Time: 4 minutes In our previous blog, MachineX: Understanding FP-Tree construction, we discussed the FP-Tree and its construction. In this blog, we will be discussing the FP-Growth algorithm, which uses FP-Tree to extract frequent itemsets in the given dataset. FP-growth is an algorithm that generates frequent itemsets from an FP-tree by exploring the tree in a bottom-up fashion. We will be picking up the example we used in Continue Reading