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.”

Keywords: classification, machine learning, Linear Discriminant Analysis, decision rules, oblique decision rules