Evaluating the Effect of Dataset Size on Predictive Model Using Supervised Learning Technique

Learning models used for prediction purposes are mostly developed without paying much cognizance to the size of datasetsthat can produce models of high accuracy and better generalization. Although, the general believe is that, large dataset is needed to construct a predictive learning model. To des...

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书目详细资料
Main Authors: Raheem, Ajiboye Adeleke, Ruzaini, Abdullah Arshah, Hongwu, Qin, Kebbe, H. Isah
格式: 文件
语言:English
出版: Penerbit UMP 2015
主题:
在线阅读:http://umpir.ump.edu.my/id/eprint/6085/1/EVALUATING%20THE%20EFFECT%20OF%20DATASET%20SIZE%20ON%20PREDICTIVE%20MODEL.pdf