EPIA'03 - 11th Portuguese Conference on Artificial Intelligence

	Session: December 6, 10:0-11:30, Room A
Title:	Improving Progressive Sampling via Meta-learning
	Rui Leite and Pavel Brazdil
Abstract:	We present a method that can be seen as an improvement of standard progressive sampling method. The method exploits information concerning performance of a given algorithm on past datasets, which is used to generate predictions of the stopping point. Experimental evaluation shows that the method can lead to significant time savings without significant losses in accuracy.

Back to schedule.