Data Mining: A Preprocessing Engine 论文
2006Journal of Computer Science引用 600
Data Mining Algorithms and ApplicationsEvolutionary Algorithms and ApplicationsNeural Networks and Applications
详细信息
- 发表期刊/会议
- Journal of Computer Science
- 发表日期
- 2006-09-01
- 发表年份
- 2006
关键词
Data Mining Algorithms and ApplicationsEvolutionary Algorithms and ApplicationsNeural Networks and Applications
摘要
This study is emphasized on different types of normalization. Each of which was tested against the ID3 methodology using the HSV data set. Number of leaf nodes, accuracy and tree growing time are three factors that were taken into account. Comparisons between different learning methods were accomplished as they were applied to each normalization method. A new matrix was designed to check for the best normalization method based on the factors and their priorities. Recommendations were concluded.