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Introduction
Data Mining
Peter Ross (peter@dcs.napier.ac.uk)
26 October 2000
Introduction
Data preparation and cleansing
Types of data values
Data preparation
Data cleansing
Looking for interesting patterns in data
Association rules: an introduction
OneR: the simplest method
More general association rules: APRIORI
Handling numeric attributes
Rule induction: Ross Quinlan's ID3 algorithm
Handling very large data sets
Other data-mining methods
More general points about learning
Peter Ross, peter@dcs.napier.ac.uk, x4437
This version: 2000-10-30
