期刊论文详细信息
Journal of Mathematics and Statistics | |
Note on the Comparison of Some Outlier Labeling Techniques | Science Publications | |
N. P. Olewuezi1  | |
关键词: Outlier detection; detection methods; extreme values; Standard Deviation (SD); Median Absolute Deviation (MAD); breakdown point; labeling methods; | |
DOI : 10.3844/jmssp.2011.353.355 | |
学科分类:社会科学、人文和艺术(综合) | |
来源: Science Publications | |
【 摘 要 】
Problem statement: Methods proposed for estimating and resolving outliers are compared. Approach: In this respect, we exploit three well-known classifiers for identifying outliers to establish guidelines for the choice of outlier detection methods. Results: It was shown that the standard deviation is inappropriate to use here because it is highly sensitive to extreme values. Conclusion/Recommendations: The result of these estimated outliers is a better way of resolving large population.
【 授权许可】
Unknown
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
RO201912010160573ZK.pdf | 41KB | download |