COMPARATIVE PERFORMANCE EVALUATION OF EFFICIENCY FOR HIGH DIMENSIONAL CLASSIFICATION METHODS

COMPARATIVE PERFORMANCE EVALUATION OF EFFICIENCY FOR HIGH DIMENSIONAL CLASSIFICATION METHODS

This paper aimed to determine the efficiency of classifiers for high-dimensional classification methods. It also investigated whether an extreme minimum misclassification rate translates into robust efficiency. To ensure an acceptable procedure, a benchmark evaluation threshold (BETH) was proposed...

Full description

Bibliographic Details
Main Authors: Friday Zinzendoff Okwonu, Prof. Madya Dr Nor Aishah Ahad, Nicholas Oluwole Ogini, Innocent Ejiro Okoloko, Wan Zakiyatussariroh Wan Husin
Format: Article
Language:English
Published: UUM Press 2022-07-01
Series:Journal of ICT
Subjects:
Classification
confusion matrix
efficiency
high-dimensional data
robustness
Online Access:https://e-journal.uum.edu.my/index.php/jict/article/view/14789

Internet

https://e-journal.uum.edu.my/index.php/jict/article/view/14789

Similar Items