The Power of Decision Tables


We evaluate the power of decision tables as a hypothesis space for supervised learning algorithms. Decision tables are one of the simplest hypothesis spaces possible, and usually they are easy to understand. Experimental results show that on artiicial and real-world domains containing only discrete features, IDTM, an algorithm inducing decision tables, can… (More)
DOI: 10.1007/3-540-59286-5_57


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