A Novel Intelligent System for Brain Tumor Diagnosis Based on a Composite Neutrosophic-Slantlet Transform Domain for Statistical Texture Feature Extraction

Table 2

Comparison results of selected features with ANOVA from NS, SLT, and composite (NS-SLT).

Techniques	No. features	Feature selection method (ANOVA)
		Scenario 1 (NS)		Scenario 2 (SLT)		Scenario 3 (NS-SLT)
		No. features	value	No. features	value	No. features	value
GLDS	4	2		2		2
GLRLM	8	3		3		3
GLCM	10	4		4		2
Fusion of GLRLM and GLDS	12	6		5		5
Fusion of GLCM and GLDS	14	7		5		6
Fusion of GLCM and GLRLM	18	9		8		5
Fusion of GLCM, GLRLM and GLDS	22	10		10		7