SLIQ: A Fast Scalable Classifier for Data Mining. Manish Mehta, Rakesh Agrawal, Jorma Rissanen 1996. Presentation by: Vladan Radosavljevic. Outline. Introduction Motivation SLIQ Algorithm Building tree Pruning Example Results Conclusion. Introduction.
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Manish Mehta, Rakesh Agrawal, Jorma Rissanen
Presentation by: Vladan Radosavljevic
Cost(M,D) = Cost(D|M) + Cost(M)
Cost(M) - cost of the model
Cost(D|M) - cost of encoding the data D if
model M is given
 M. Mehta, R. Agrawal and J. Rissanen, "SLIQ: A Fast Scalable Classifier for Data Mining", in Proceedings of the 5th International Conference on Extending Database Technology, Avignon, France, Mar. 1996.