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

Table 4

Performance measure of k-means clustering.

Images	TPR	FPR	TNR	FNR	Accuracy
1	84.5	1.2	98.7	15.4	93.07
2	82.2	1.1	98.8	17.7	92.11
3	85.8	1.1	98.8	14.1	93.65
4	75.1	1	98.9	24.8	89.04
5	74.3	1.2	98.7	25.6	88.71
6	75.3	1.1	98.8	24.6	89.39
7	76.4	1.1	98.8	23.5	89.49
8	68.7	1	98.9	31.2	86.19
9	68	1.1	98.8	31.9	86.02
10	67.4	1.3	98.6	32.5	85.54
11	79.8	1.1	98.8	20.1	91.08
12	70.6	1.4	98.5	29.3	87.35
13	66.9	1.2	98.7	33	85.25
4	67.3	1.2	98.7	32.6	85.65
15	70.7	1.3	98.6	29.2	87.40
16	67.7	1.1	98.8	32.2	85.35
17	68.9	1.4	98.5	31	86.27
18	74.6	1.15	98.8	25.3	89.17
19	69.8	1.5	98.4	30.1	86.71
20	69.7	1.4	98.5	30.2	86.96