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An Incremental Learning Algorithm Based on Rough Set
Author(s): 
Pages: 37-41
Year: Issue:  33
Journal: COMPUTER ENGINEERING AND APPLICATIONS

Keyword:  增量式学习 Rough set理论 决策表;
Abstract: 为了获取最小决策规则,当增加新例子时,传统的方法通常需要对决策表中所有数据重新计算,效率欠佳.为了尽量减少重复计算量,该文从Rough set理论出发,提出了一种新的增量式学习算法和最小重新计算的标准,并且用理论和实验对新算法和传统算法在算法复杂度上做了对比.
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