Enhanced Robust Univariate Classification Methods for Solving Outliers and Overfitting Problems
The robustness of some classical univariate classifiers is hampered if the data are contaminated. Overfitting is another hiccup when the data sets are uncontaminated with a considerable sample size. The performance of the classification models can be easily biased by the outliers’ problems, of which...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universiti Utara Malaysia Press
2023
|
| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/29392/1/JICT%2022%2001%202023%201-30.pdf |