Chapter 13 Data Mining
Functions
Apriori — Market Basket Analysis
Computes frequent itemsets,
aprioriDecision Trees
Generates a decision tree for a single response variable
and two or more predictor variables,
decision_treeGenetic Algorithms
Genetic Algorithm Data Structures
Decodes an individual’s chromosome into its phenotype,
ga_decodeEncodes an individual’s phenotype into its chromosome,
ga_encodeGenetic Algorithm Search and Optimization
Applies a genetic algorithm to find individuals with
maximum fitness,
genetic_algorithmNaive Bayes
Neural Networks
Neural Network Data Structures
Forecasting Neural Networks
Classification Neural Networks
Preprocessing Data Filters
Encodes or decodes continuous input attributes,
scale_filterSelf-Organizing Maps
Support Vector Machines