Detection of outliers in high-dimensional data using nu-support vector regression

• Main Authors: Mohammed Rashid, Abdullah, Midi, Habshah, Dhhan, Waleed, Arasan, Jayanthi
• Format: Article
• Language: English
• Published: Taylor and Francis 2021
• Online Access: http://psasir.upm.edu.my/id/eprint/96639/1/ABSTRACT.pdf; http://psasir.upm.edu.my/id/eprint/96639/; https://www.tandfonline.com/doi/abs/10.1080/02664763.2021.1911965?journalCode=cjas20

Support Vector Regression (SVR) is gaining in popularity in the detection of outliers and classification problems in high-dimensional data (HDD) as this technique does not require the data to be of full rank. In real application, most of the data are of high dimensional. Classification of high-dimen...