Trade-off between requirement of learning and computational cost

ASIA unversity > 資訊學院 > 行動商務與多媒體應用學系 > 期刊論文 > Item 310904400/4709

jsp.display-item.identifier=請使用永久網址來引用或連結此文件: http://asiair.asia.edu.tw/ir/handle/310904400/4709

题名:	Trade-off between requirement of learning and computational cost
作者:	T. P. Hong;C. H. Wang;S. S. Tseng
贡献者:	Department of Information Science and Applications
日期:	1998
上传时间:	2009-11-30 08:03:13 (UTC+0)
出版者:	Asia University
摘要:	Machine learning in real-world situations sometimes starts from an initial collection of training instances; learning then proceeds off and on as new training instances come intermittently. The idea of two-phase learning has then been proposed here for effectively solving the learning problems in which training instances come in this two-stage way. Four two-phase learning algorithms based on the learning method PRISM have also been proposed for inducing rules from training instances. These alternatives form a spectrum, showing achievement of the requirement of PRISM (keeping down the number of irrelevant attributes) heavily dependent on the spent computational cost. The suitable alternative, as a trade-off between computational costs and achievement to the requirements, can then be chosen according to the request of the application domains.
關聯:	IEICE TRANSACTIONS on Information and Systems E81-D(6):565-571
显示于类别:	[行動商務與多媒體應用學系] 期刊論文

文件中的档案:

档案	描述	大小	格式	浏览次数
		0Kb	Unknown	503	检视/开启
310904400-4709.doc		43Kb	Microsoft Word	302	检视/开启

在ASIAIR中所有的数据项都受到原著作权保护.