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

• Main Authors: Raheem, Ajiboye Adeleke, Ruzaini, Abdullah Arshah, Hongwu, Qin, Kebbe, H. Isah
• Format: Article
• Language: English
• Published: Penerbit UMP 2015
• Subjects: QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/6085/1/EVALUATING%20THE%20EFFECT%20OF%20DATASET%20SIZE%20ON%20PREDICTIVE%20MODEL.pdf; http://umpir.ump.edu.my/id/eprint/6085/; http://ijsecs.ump.edu.my/images/archive/vol1/06Ajiboye_IJSECS.pdf

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...