[Retracted] Adaptive Diagnosis of Lung Cancer by Deep Learning Classification Using Wilcoxon Gain and Generator

Algorithm 1

Signed-Rank Gain Preprocessing.

Input: Dataset “,” Attributes “”
Output: Informative and significant preprocessed features
Process
(1)	Begin
(2)	For dataset “” with attributes “”
(3)	Measure “”
(4)	Measure “”
(5)	If “” then exclude the pairs
(6)	Return reduced sample size “”
(7)	Rank reduced sample size “” from ascending to descending
(8)	Measure test significance “”
(9)	Return (test significance “”)
(10)	Else go to step 2
(11)	Measure entropy for each test significance “”
(12)	Measure information gain “” of an attribute “”
(13)	Return (subset of features “”)
(14)	End if
(15)	End for
(16)	End