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.

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Abstract

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
URI: http://publications.theired.org/id/eprint/2520

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