A Robust Statistical Framework for Outlier Detection and Its Influence on Predictive Modeling Accuracy
Outliers, defined as observations that deviate substantially from the majority of data, pose a serious challenge to predictive modeling by distorting estimation, increasing variance, and reducing model reliability. Although numerous statistical and machine learning approaches for outlier detection h...
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| Vydané v: | Journal of Al-Qadisiyah for Computer Science and Mathematics Ročník 17; číslo 3 |
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| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
30.09.2025
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| ISSN: | 2074-0204, 2521-3504 |
| On-line prístup: | Získať plný text |
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