Feature selection using law of total variance with fast correlation-based filter

The increased dimensionality of data poses a formidable obstacle to completing data mining tasks. Due to the extraneous features associated with high-dimensional data, processing and analysis took longer and were less precise. As a pre-processing phase in the analysis of data mining tasks, feature s...

Full description

Bibliographic Details

Main Authors:	Nur Atiqah, Mustapa, Azlyna, Senawi, Liang, Chuanzun
Format:	Conference or Workshop Item
Language:	en en
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:	Q Science (General) QA Mathematics
Online Access:	http://umpir.ump.edu.my/id/eprint/40376/1/Feature%20selection%20using%20law%20of%20total%20variance.pdf http://umpir.ump.edu.my/id/eprint/40376/2/Feature%20selection%20using%20law%20of%20total%20variance%20with%20fast%20correlation-based%20filter_ABS.pdf http://umpir.ump.edu.my/id/eprint/40376/ https://doi.org/10.1109/ICSECS58457.2023.10256367
Tags:	Add Tag No Tags, Be the first to tag this record!