Ensemble Learning Framework with GLCM Texture Extraction for Early Detection of Lung Cancer on CT Images

Table 2

Comparison of SMPI values of 4 filters.

Images	Median	Mean	2D convolution	Gaussian
1	1.02	1.326	1.06	1.07
2	1.02	1.299	1.05	1.07
3	1.02	1.304	1.05	1.07
4	1.01	1.33	1.04	1.07
5	1.002	1.36	1.06	1.07
6	1.003	1.36	1.05	1.07
7	1.015	1.34	1.06	1.07
8	0.989	1.45	1.04	1.07
9	0.986	1.48	1.03	1.07
10	0.98	1.45	1.04	1.07
11	1.01	1.33	1.05	1.07
12	0.976	1.48	1.04	1.08
13	0.972	1.52	1.04	1.08
14	0.965	1.51	1.04	1.08
15	0.973	1.47	1.04	1.08
16	0.987	1.44	1.05	1.08
17	0.957	1.41	1.04	1.08
18	1	1.38	1.03	1.08
19	0.953	1.42	1.05	1.08
20	0.955	1.35	1.04	1.08