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Dataset 1 (1:6000)
Dataset 2
(6001:12000)
Dataset 3
(12001:18000)
Dataset 4
(18001:24000)
Dataset 5
(24001:30000)
Dataset 6
(30001:36000)
Train 1 to 3600 6001 to 9600 12001 to 15600 18001 to 21600 24001 to 27600 30001 to 33600
Test 3601 to 6000 9601 to 12000 15601 to 18000 21601 to 24000 27601 to 30000 33601 to 36000
1 99.79 99.92 99.92 99.96 99.71 99.96
2 100.00 99.88 99.79 100.00 99.92 99.96
3 99.88 99.96 99.92 99.79 99.88 99.96
4 99.92 99.75 99.88 99.96 99.96 99.96
5 99.67 99.96 99.79 99.88 99.83 99.92
6 99.96 99.88 99.92 99.88 99.75 99.88
7 99.83 99.96 99.83 99.96 99.96 99.96
8 99.96 99.96 99.92 99.92 99.92 99.88
9 99.92 99.92 99.92 99.83 99.96 99.83
10 99.92 99.83 99.88 99.92 100.00 99.88
11 99.92 99.96 99.75 99.75 99.92 99.71
12 99.88 99.96 99.83 99.79 99.88 99.83
13 99.83 99.88 99.92 100.00 99.92 99.83
14 99.92 99.83 100.00 99.88 99.96 99.92
15 99.92 99.75 99.92 99.92 99.88 99.83
16 99.88 99.63 99.83 99.92 99.92 99.96
17 99.92 99.92 99.75 99.79 99.92 99.83
18 99.88 99.83 99.83 99.92 99.75 99.96
19 99.88 99.88 99.96 99.96 99.79 100.00
20 99.88 99.75 99.96 99.92 99.92 99.79
21 99.83 99.92 99.96 99.96 99.92 99.92
22 99.92 99.96 99.92 99.83 99.96 99.75
23 99.96 99.88 100.00 99.92 99.79 100.00
24 99.92 99.71 99.92 99.83 99.96 99.79
25 99.88 99.88 99.92 99.79 99.88 100.00
26 99.96 99.92 99.96 99.71 99.79 99.88
27 100.00 99.96 100.00 99.92 99.92 100.00
28 100.00 99.96 99.96 99.92 99.79 99.88
29 99.96 99.92 99.79 100.00 99.83 99.88
30 99.92 99.88 99.96 99.92 99.67 99.83
31 99.96 99.92 99.75 99.83 99.88 100.00
32 99.88 99.96 99.75 99.92 99.92 99.92
33 99.83 99.88 99.96 99.79 100.00 100.00
34 99.88 99.92 100.00 99.96 99.96 99.92
35 100.00 99.92 99.96 99.92 99.92 99.96
36 99.88 99.83 99.92 99.88 99.88 99.83
37 99.96 99.96 99.92 99.83 99.88 99.92
38 99.96 99.88 99.83 99.92 99.92 99.92
39 99.96 99.96 100.00 99.96 99.92 100.00
40 99.96 99.92 99.88 100.00 99.92 99.96
41 99.83 100.00 100.00 99.92 99.96 99.92
42 99.88 99.83 99.96 99.79 99.92 99.83
43 99.96 99.88 99.96 99.92 99.83 99.92
44 99.88 99.96 99.88 100.00 99.96 99.79
45 99.83 99.92 99.88 99.75 99.92 100.00
46 99.88 99.75 99.83 99.96 99.83 100.00
47 99.92 99.88 99.83 100.00 99.83 99.88
48 99.88 99.88 99.88 100.00 99.83 99.96
49 100.00 99.92 99.88 99.88 99.83 99.83
50 99.79 99.83 99.92 100.00 99.71 99.96
Mean 99.90 99.89 99.90 99.90 99.88 99.91

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PNN Classication Result

  • 1. Dataset 1 (1:6000) Dataset 2 (6001:12000) Dataset 3 (12001:18000) Dataset 4 (18001:24000) Dataset 5 (24001:30000) Dataset 6 (30001:36000) Train 1 to 3600 6001 to 9600 12001 to 15600 18001 to 21600 24001 to 27600 30001 to 33600 Test 3601 to 6000 9601 to 12000 15601 to 18000 21601 to 24000 27601 to 30000 33601 to 36000 1 99.79 99.92 99.92 99.96 99.71 99.96 2 100.00 99.88 99.79 100.00 99.92 99.96 3 99.88 99.96 99.92 99.79 99.88 99.96 4 99.92 99.75 99.88 99.96 99.96 99.96 5 99.67 99.96 99.79 99.88 99.83 99.92 6 99.96 99.88 99.92 99.88 99.75 99.88 7 99.83 99.96 99.83 99.96 99.96 99.96 8 99.96 99.96 99.92 99.92 99.92 99.88 9 99.92 99.92 99.92 99.83 99.96 99.83 10 99.92 99.83 99.88 99.92 100.00 99.88 11 99.92 99.96 99.75 99.75 99.92 99.71 12 99.88 99.96 99.83 99.79 99.88 99.83 13 99.83 99.88 99.92 100.00 99.92 99.83 14 99.92 99.83 100.00 99.88 99.96 99.92 15 99.92 99.75 99.92 99.92 99.88 99.83 16 99.88 99.63 99.83 99.92 99.92 99.96 17 99.92 99.92 99.75 99.79 99.92 99.83 18 99.88 99.83 99.83 99.92 99.75 99.96 19 99.88 99.88 99.96 99.96 99.79 100.00 20 99.88 99.75 99.96 99.92 99.92 99.79 21 99.83 99.92 99.96 99.96 99.92 99.92 22 99.92 99.96 99.92 99.83 99.96 99.75 23 99.96 99.88 100.00 99.92 99.79 100.00 24 99.92 99.71 99.92 99.83 99.96 99.79 25 99.88 99.88 99.92 99.79 99.88 100.00 26 99.96 99.92 99.96 99.71 99.79 99.88 27 100.00 99.96 100.00 99.92 99.92 100.00 28 100.00 99.96 99.96 99.92 99.79 99.88 29 99.96 99.92 99.79 100.00 99.83 99.88 30 99.92 99.88 99.96 99.92 99.67 99.83 31 99.96 99.92 99.75 99.83 99.88 100.00 32 99.88 99.96 99.75 99.92 99.92 99.92 33 99.83 99.88 99.96 99.79 100.00 100.00 34 99.88 99.92 100.00 99.96 99.96 99.92 35 100.00 99.92 99.96 99.92 99.92 99.96 36 99.88 99.83 99.92 99.88 99.88 99.83 37 99.96 99.96 99.92 99.83 99.88 99.92 38 99.96 99.88 99.83 99.92 99.92 99.92 39 99.96 99.96 100.00 99.96 99.92 100.00 40 99.96 99.92 99.88 100.00 99.92 99.96 41 99.83 100.00 100.00 99.92 99.96 99.92 42 99.88 99.83 99.96 99.79 99.92 99.83 43 99.96 99.88 99.96 99.92 99.83 99.92 44 99.88 99.96 99.88 100.00 99.96 99.79 45 99.83 99.92 99.88 99.75 99.92 100.00 46 99.88 99.75 99.83 99.96 99.83 100.00 47 99.92 99.88 99.83 100.00 99.83 99.88 48 99.88 99.88 99.88 100.00 99.83 99.96 49 100.00 99.92 99.88 99.88 99.83 99.83 50 99.79 99.83 99.92 100.00 99.71 99.96 Mean 99.90 99.89 99.90 99.90 99.88 99.91