Median-based robust multiclass discriminant analysis with casewise and cellwise outliers

Pang, Yik Siong (2024) Median-based robust multiclass discriminant analysis with casewise and cellwise outliers. Doctoral thesis, Universiti Utara Malaysia.

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Abstract

Classical multiclass discriminant analysis (CMDA) is one of the supervised classification techniques employed to solve multichotomous problems. The main objective of CMDA is to create a classical multiclass discriminant rule (CMDR) that can allocate new observations into predefined groups.

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Item Type:	Thesis (Doctoral)
Supervisor :	Ahad, Nor Aishah
Item ID:	11530
Uncontrolled Keywords:	Multiclass classification, Coordinatewise approach, Distance-based approach, Multivariate contaminations, Misclassification rate.
Subjects:	Q Science > Q Science (General)
Divisions:	Awang Had Salleh Graduate School of Arts & Sciences
Date Deposited:	06 Jan 2025 03:46
Last Modified:	06 Jan 2025 03:46
Department:	Awang Had Salleh Graduate School of Arts And Sciences
Name:	Ahad, Nor Aishah
URI:	https://etd.uum.edu.my/id/eprint/11530

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