Induction of LDA Oblique Decision Rules

MARCIN, MICHALAK (2014) Induction of LDA Oblique Decision Rules. In: International Conference on Advances in Information Processing and Communication Technology - IPCT 2014, 07- 08 June,2014, Rome, Italy.

20140712_042043.pdf - Published Version

Download (698kB) | Preview
Official URL:


This paper presents a new algorithm of decision rules with oblique conditions induction. It bases on the Fisher’s Linear Discriminant Analysis as a tool of finding an initial classes separation. This technique has a good ability of oblique dependencies generalisation what reduces the number of decision rules and their complexities.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: —classification, machine learning, Linear Discriminant Analysis, decision rules, oblique decision rules
Depositing User: Mr. John Steve
Date Deposited: 20 May 2019 12:08
Last Modified: 20 May 2019 12:08

Actions (login required)

View Item View Item