Catalog Content |
Basic concepts; Data mining, Models, Applications: R Software; Installation, Basic commands, Packages: Data editing; Variable types, Data Preparation, Transformation: Similarity and Distance measures; Transformations, Various Distances: Association Rules, Interesting Rule, R solution: Decision Trees; Decision Tree, Entropy, Gini, Classification: Cluster Analysis; Clustering, Distance, Clustering Types, R application: Web Mining; Process, Classifications, Social Media |