0,test, 8.5427
0,test upper envelope, 8.5427
0,test upper cgs/total points, 0 ,78
0,test upper average violation, 0.0000
0,test upper maximum violation, 0.0000
0,test, 8.5427
0,test lower envelope, 8.5427
0,test lower cgs/total points, 0 ,78
0,test lower average violation, 0.0000
0,test lower maximum violation, 0.0000
0,train, 7.9370
0,train upper envelope, 7.9370
0,train upper cgs/total points, 0 ,314
0,train upper average violation, 0.0000
0,train upper maximum violation, 0.0000
0,train, 7.9370
0,train lower envelope, 7.9370
0,train lower cgs/total points, 0 ,314
0,train lower average violation, 0.0000
0,train lower maximum violation, 0.0000
1,test, 8.3828
1,test upper envelope, 8.3828
1,test upper cgs/total points, 0 ,78
1,test upper average violation, 0.0000
1,test upper maximum violation, 0.0000
1,test, 8.3828
1,test lower envelope, 8.3828
1,test lower cgs/total points, 0 ,78
1,test lower average violation, 0.0000
1,test lower maximum violation, 0.0000
1,train, 8.0717
1,train upper envelope, 8.0717
1,train upper cgs/total points, 0 ,314
1,train upper average violation, 0.0000
1,train upper maximum violation, 0.0000
1,train, 8.0717
1,train lower envelope, 8.0717
1,train lower cgs/total points, 0 ,314
1,train lower average violation, 0.0000
1,train lower maximum violation, 0.0000
2,test, 9.5200
2,test upper envelope, 9.5200
2,test upper cgs/total points, 0 ,78
2,test upper average violation, 0.0000
2,test upper maximum violation, 0.0000
2,test, 9.5200
2,test lower envelope, 9.5200
2,test lower cgs/total points, 0 ,78
2,test lower average violation, 0.0000
2,test lower maximum violation, 0.0000
2,train, 8.8442
2,train upper envelope, 8.8442
2,train upper cgs/total points, 0 ,314
2,train upper average violation, 0.0000
2,train upper maximum violation, 0.0000
2,train, 8.8442
2,train lower envelope, 8.8442
2,train lower cgs/total points, 0 ,314
2,train lower average violation, 0.0000
2,train lower maximum violation, 0.0000
3,test, 9.4843
3,test upper envelope, 9.4843
3,test upper cgs/total points, 0 ,78
3,test upper average violation, 0.0000
3,test upper maximum violation, 0.0000
3,test, 9.4843
3,test lower envelope, 9.4843
3,test lower cgs/total points, 0 ,78
3,test lower average violation, 0.0000
3,test lower maximum violation, 0.0000
3,train, 8.6678
3,train upper envelope, 8.6678
3,train upper cgs/total points, 0 ,314
3,train upper average violation, 0.0000
3,train upper maximum violation, 0.0000
3,train, 8.6678
3,train lower envelope, 8.6678
3,train lower cgs/total points, 0 ,314
3,train lower average violation, 0.0000
3,train lower maximum violation, 0.0000
4,test, 8.3936
4,test upper envelope, 8.3936
4,test upper cgs/total points, 0 ,78
4,test upper average violation, 0.0000
4,test upper maximum violation, 0.0000
4,test, 8.3936
4,test lower envelope, 8.3936
4,test lower cgs/total points, 0 ,78
4,test lower average violation, 0.0000
4,test lower maximum violation, 0.0000
4,train, 8.0093
4,train upper envelope, 8.0093
4,train upper cgs/total points, 0 ,314
4,train upper average violation, 0.0000
4,train upper maximum violation, 0.0000
4,train, 8.0093
4,train lower envelope, 8.0093
4,train lower cgs/total points, 0 ,314
4,train lower average violation, 0.0000
4,train lower maximum violation, 0.0000
5,test, 8.8536
5,test upper envelope, 8.8536
5,test upper cgs/total points, 0 ,78
5,test upper average violation, 0.0000
5,test upper maximum violation, 0.0000
5,test, 8.8536
5,test lower envelope, 8.8536
5,test lower cgs/total points, 0 ,78
5,test lower average violation, 0.0000
5,test lower maximum violation, 0.0000
5,train, 8.4013
5,train upper envelope, 8.4013
5,train upper cgs/total points, 0 ,314
5,train upper average violation, 0.0000
5,train upper maximum violation, 0.0000
5,train, 8.4013
5,train lower envelope, 8.4013
5,train lower cgs/total points, 0 ,314
5,train lower average violation, 0.0000
5,train lower maximum violation, 0.0000
6,test, 9.8630
6,test upper envelope, 9.8630
6,test upper cgs/total points, 0 ,78
6,test upper average violation, 0.0000
6,test upper maximum violation, 0.0000
6,test, 9.8630
6,test lower envelope, 9.8630
6,test lower cgs/total points, 0 ,78
6,test lower average violation, 0.0000
6,test lower maximum violation, 0.0000
6,train, 8.9675
6,train upper envelope, 8.9675
6,train upper cgs/total points, 0 ,314
6,train upper average violation, 0.0000
6,train upper maximum violation, 0.0000
6,train, 8.9675
6,train lower envelope, 8.9675
6,train lower cgs/total points, 0 ,314
6,train lower average violation, 0.0000
6,train lower maximum violation, 0.0000
7,test, 10.3820
7,test upper envelope, 10.3820
7,test upper cgs/total points, 0 ,78
7,test upper average violation, 0.0000
7,test upper maximum violation, 0.0000
7,test, 10.3820
7,test lower envelope, 10.3820
7,test lower cgs/total points, 0 ,78
7,test lower average violation, 0.0000
7,test lower maximum violation, 0.0000
7,train, 11.0130
7,train upper envelope, 11.0130
7,train upper cgs/total points, 0 ,314
7,train upper average violation, 0.0000
7,train upper maximum violation, 0.0000
7,train, 11.0130
7,train lower envelope, 11.0130
7,train lower cgs/total points, 0 ,314
7,train lower average violation, 0.0000
7,train lower maximum violation, 0.0000
8,test, 8.1218
8,test upper envelope, 8.1218
8,test upper cgs/total points, 0 ,78
8,test upper average violation, 0.0000
8,test upper maximum violation, 0.0000
8,test, 8.1218
8,test lower envelope, 8.1218
8,test lower cgs/total points, 0 ,78
8,test lower average violation, 0.0000
8,test lower maximum violation, 0.0000
8,train, 8.2453
8,train upper envelope, 8.2453
8,train upper cgs/total points, 0 ,314
8,train upper average violation, 0.0000
8,train upper maximum violation, 0.0000
8,train, 8.2453
8,train lower envelope, 8.2453
8,train lower cgs/total points, 0 ,314
8,train lower average violation, 0.0000
8,train lower maximum violation, 0.0000
9,test, 10.8508
9,test upper envelope, 10.8508
9,test upper cgs/total points, 0 ,78
9,test upper average violation, 0.0000
9,test upper maximum violation, 0.0000
9,test, 10.8508
9,test lower envelope, 10.8508
9,test lower cgs/total points, 0 ,78
9,test lower average violation, 0.0000
9,test lower maximum violation, 0.0000
9,train, 10.4154
9,train upper envelope, 10.4154
9,train upper cgs/total points, 0 ,314
9,train upper average violation, 0.0000
9,train upper maximum violation, 0.0000
9,train, 10.4154
9,train lower envelope, 10.4154
9,train lower cgs/total points, 0 ,314
9,train lower average violation, 0.0000
9,train lower maximum violation, 0.0000
10,test, 8.8312
10,test upper envelope, 8.8312
10,test upper cgs/total points, 0 ,78
10,test upper average violation, 0.0000
10,test upper maximum violation, 0.0000
10,test, 8.8312
10,test lower envelope, 8.8312
10,test lower cgs/total points, 0 ,78
10,test lower average violation, 0.0000
10,test lower maximum violation, 0.0000
10,train, 8.9256
10,train upper envelope, 8.9256
10,train upper cgs/total points, 0 ,314
10,train upper average violation, 0.0000
10,train upper maximum violation, 0.0000
10,train, 8.9256
10,train lower envelope, 8.9256
10,train lower cgs/total points, 0 ,314
10,train lower average violation, 0.0000
10,train lower maximum violation, 0.0000
11,test, 9.1507
11,test upper envelope, 9.1507
11,test upper cgs/total points, 0 ,78
11,test upper average violation, 0.0000
11,test upper maximum violation, 0.0000
11,test, 9.1507
11,test lower envelope, 9.1507
11,test lower cgs/total points, 0 ,78
11,test lower average violation, 0.0000
11,test lower maximum violation, 0.0000
11,train, 8.1820
11,train upper envelope, 8.1820
11,train upper cgs/total points, 0 ,314
11,train upper average violation, 0.0000
11,train upper maximum violation, 0.0000
11,train, 8.1820
11,train lower envelope, 8.1820
11,train lower cgs/total points, 0 ,314
11,train lower average violation, 0.0000
11,train lower maximum violation, 0.0000
12,test, 8.4932
12,test upper envelope, 8.4932
12,test upper cgs/total points, 0 ,78
12,test upper average violation, 0.0000
12,test upper maximum violation, 0.0000
12,test, 8.4932
12,test lower envelope, 8.4932
12,test lower cgs/total points, 0 ,78
12,test lower average violation, 0.0000
12,test lower maximum violation, 0.0000
12,train, 8.0593
12,train upper envelope, 8.0593
12,train upper cgs/total points, 0 ,314
12,train upper average violation, 0.0000
12,train upper maximum violation, 0.0000
12,train, 8.0593
12,train lower envelope, 8.0593
12,train lower cgs/total points, 0 ,314
12,train lower average violation, 0.0000
12,train lower maximum violation, 0.0000
13,test, 8.9690
13,test upper envelope, 8.9690
13,test upper cgs/total points, 0 ,78
13,test upper average violation, 0.0000
13,test upper maximum violation, 0.0000
13,test, 8.9690
13,test lower envelope, 8.9690
13,test lower cgs/total points, 0 ,78
13,test lower average violation, 0.0000
13,test lower maximum violation, 0.0000
13,train, 8.3641
13,train upper envelope, 8.3641
13,train upper cgs/total points, 0 ,314
13,train upper average violation, 0.0000
13,train upper maximum violation, 0.0000
13,train, 8.3641
13,train lower envelope, 8.3641
13,train lower cgs/total points, 0 ,314
13,train lower average violation, 0.0000
13,train lower maximum violation, 0.0000
14,test, 9.8667
14,test upper envelope, 9.8667
14,test upper cgs/total points, 0 ,78
14,test upper average violation, 0.0000
14,test upper maximum violation, 0.0000
14,test, 9.8667
14,test lower envelope, 9.8667
14,test lower cgs/total points, 0 ,78
14,test lower average violation, 0.0000
14,test lower maximum violation, 0.0000
14,train, 9.4632
14,train upper envelope, 9.4632
14,train upper cgs/total points, 0 ,314
14,train upper average violation, 0.0000
14,train upper maximum violation, 0.0000
14,train, 9.4632
14,train lower envelope, 9.4632
14,train lower cgs/total points, 0 ,314
14,train lower average violation, 0.0000
14,train lower maximum violation, 0.0000
15,test, 8.5926
15,test upper envelope, 8.5926
15,test upper cgs/total points, 0 ,78
15,test upper average violation, 0.0000
15,test upper maximum violation, 0.0000
15,test, 8.5926
15,test lower envelope, 8.5926
15,test lower cgs/total points, 0 ,78
15,test lower average violation, 0.0000
15,test lower maximum violation, 0.0000
15,train, 7.9142
15,train upper envelope, 7.9142
15,train upper cgs/total points, 0 ,314
15,train upper average violation, 0.0000
15,train upper maximum violation, 0.0000
15,train, 7.9142
15,train lower envelope, 7.9142
15,train lower cgs/total points, 0 ,314
15,train lower average violation, 0.0000
15,train lower maximum violation, 0.0000
16,test, 9.9315
16,test upper envelope, 9.9315
16,test upper cgs/total points, 0 ,78
16,test upper average violation, 0.0000
16,test upper maximum violation, 0.0000
16,test, 9.9315
16,test lower envelope, 9.9315
16,test lower cgs/total points, 0 ,78
16,test lower average violation, 0.0000
16,test lower maximum violation, 0.0000
16,train, 9.7715
16,train upper envelope, 9.7715
16,train upper cgs/total points, 0 ,314
16,train upper average violation, 0.0000
16,train upper maximum violation, 0.0000
16,train, 9.7715
16,train lower envelope, 9.7715
16,train lower cgs/total points, 0 ,314
16,train lower average violation, 0.0000
16,train lower maximum violation, 0.0000
17,test, 11.1512
17,test upper envelope, 11.1512
17,test upper cgs/total points, 0 ,78
17,test upper average violation, 0.0000
17,test upper maximum violation, 0.0000
17,test, 11.1512
17,test lower envelope, 11.1512
17,test lower cgs/total points, 0 ,78
17,test lower average violation, 0.0000
17,test lower maximum violation, 0.0000
17,train, 10.8501
17,train upper envelope, 10.8501
17,train upper cgs/total points, 0 ,314
17,train upper average violation, 0.0000
17,train upper maximum violation, 0.0000
17,train, 10.8501
17,train lower envelope, 10.8501
17,train lower cgs/total points, 0 ,314
17,train lower average violation, 0.0000
17,train lower maximum violation, 0.0000
18,test, 8.7846
18,test upper envelope, 8.7846
18,test upper cgs/total points, 0 ,78
18,test upper average violation, 0.0000
18,test upper maximum violation, 0.0000
18,test, 8.7846
18,test lower envelope, 8.7846
18,test lower cgs/total points, 0 ,78
18,test lower average violation, 0.0000
18,test lower maximum violation, 0.0000
18,train, 8.0218
18,train upper envelope, 8.0218
18,train upper cgs/total points, 0 ,314
18,train upper average violation, 0.0000
18,train upper maximum violation, 0.0000
18,train, 8.0218
18,train lower envelope, 8.0218
18,train lower cgs/total points, 0 ,314
18,train lower average violation, 0.0000
18,train lower maximum violation, 0.0000
19,test, 12.1600
19,test upper envelope, 12.1600
19,test upper cgs/total points, 0 ,78
19,test upper average violation, 0.0000
19,test upper maximum violation, 0.0000
19,test, 12.1600
19,test lower envelope, 12.1600
19,test lower cgs/total points, 0 ,78
19,test lower average violation, 0.0000
19,test lower maximum violation, 0.0000
19,train, 13.5459
19,train upper envelope, 13.5459
19,train upper cgs/total points, 0 ,314
19,train upper average violation, 0.0000
19,train upper maximum violation, 0.0000
19,train, 13.5459
19,train lower envelope, 13.5459
19,train lower cgs/total points, 0 ,314
19,train lower average violation, 0.0000
19,train lower maximum violation, 0.0000
20,test, 8.5336
20,test upper envelope, 8.5336
20,test upper cgs/total points, 0 ,78
20,test upper average violation, 0.0000
20,test upper maximum violation, 0.0000
20,test, 8.5336
20,test lower envelope, 8.5336
20,test lower cgs/total points, 0 ,78
20,test lower average violation, 0.0000
20,test lower maximum violation, 0.0000
20,train, 8.2028
20,train upper envelope, 8.2028
20,train upper cgs/total points, 0 ,314
20,train upper average violation, 0.0000
20,train upper maximum violation, 0.0000
20,train, 8.2028
20,train lower envelope, 8.2028
20,train lower cgs/total points, 0 ,314
20,train lower average violation, 0.0000
20,train lower maximum violation, 0.0000
21,test, 9.0950
21,test upper envelope, 9.0950
21,test upper cgs/total points, 0 ,78
21,test upper average violation, 0.0000
21,test upper maximum violation, 0.0000
21,test, 9.0950
21,test lower envelope, 9.0950
21,test lower cgs/total points, 0 ,78
21,test lower average violation, 0.0000
21,test lower maximum violation, 0.0000
21,train, 8.6529
21,train upper envelope, 8.6529
21,train upper cgs/total points, 0 ,314
21,train upper average violation, 0.0000
21,train upper maximum violation, 0.0000
21,train, 8.6529
21,train lower envelope, 8.6529
21,train lower cgs/total points, 0 ,314
21,train lower average violation, 0.0000
21,train lower maximum violation, 0.0000
22,test, 8.9939
22,test upper envelope, 8.9939
22,test upper cgs/total points, 0 ,78
22,test upper average violation, 0.0000
22,test upper maximum violation, 0.0000
22,test, 8.9939
22,test lower envelope, 8.9939
22,test lower cgs/total points, 0 ,78
22,test lower average violation, 0.0000
22,test lower maximum violation, 0.0000
22,train, 8.3786
22,train upper envelope, 8.3786
22,train upper cgs/total points, 0 ,314
22,train upper average violation, 0.0000
22,train upper maximum violation, 0.0000
22,train, 8.3786
22,train lower envelope, 8.3786
22,train lower cgs/total points, 0 ,314
22,train lower average violation, 0.0000
22,train lower maximum violation, 0.0000
23,test, 11.1556
23,test upper envelope, 11.1555
23,test upper cgs/total points, 0 ,78
23,test upper average violation, 0.0000
23,test upper maximum violation, 0.0000
23,test, 11.1556
23,test lower envelope, 11.1555
23,test lower cgs/total points, 0 ,78
23,test lower average violation, 0.0000
23,test lower maximum violation, 0.0000
23,train, 11.1529
23,train upper envelope, 11.1529
23,train upper cgs/total points, 0 ,314
23,train upper average violation, 0.0000
23,train upper maximum violation, 0.0000
23,train, 11.1529
23,train lower envelope, 11.1529
23,train lower cgs/total points, 0 ,314
23,train lower average violation, 0.0000
23,train lower maximum violation, 0.0000
24,test, 10.9939
24,test upper envelope, 10.9939
24,test upper cgs/total points, 0 ,78
24,test upper average violation, 0.0000
24,test upper maximum violation, 0.0000
24,test, 10.9939
24,test lower envelope, 10.9939
24,test lower cgs/total points, 0 ,78
24,test lower average violation, 0.0000
24,test lower maximum violation, 0.0000
24,train, 10.8200
24,train upper envelope, 10.8200
24,train upper cgs/total points, 0 ,314
24,train upper average violation, 0.0000
24,train upper maximum violation, 0.0000
24,train, 10.8200
24,train lower envelope, 10.8200
24,train lower cgs/total points, 0 ,314
24,train lower average violation, 0.0000
24,train lower maximum violation, 0.0000
25,test, 9.8088
25,test upper envelope, 9.8088
25,test upper cgs/total points, 0 ,78
25,test upper average violation, 0.0000
25,test upper maximum violation, 0.0000
25,test, 9.8088
25,test lower envelope, 9.8088
25,test lower cgs/total points, 0 ,78
25,test lower average violation, 0.0000
25,test lower maximum violation, 0.0000
25,train, 10.1919
25,train upper envelope, 10.1919
25,train upper cgs/total points, 0 ,314
25,train upper average violation, 0.0000
25,train upper maximum violation, 0.0000
25,train, 10.1919
25,train lower envelope, 10.1919
25,train lower cgs/total points, 0 ,314
25,train lower average violation, 0.0000
25,train lower maximum violation, 0.0000
26,test, 10.1690
26,test upper envelope, 10.1690
26,test upper cgs/total points, 0 ,78
26,test upper average violation, 0.0000
26,test upper maximum violation, 0.0000
26,test, 10.1690
26,test lower envelope, 10.1690
26,test lower cgs/total points, 0 ,78
26,test lower average violation, 0.0000
26,test lower maximum violation, 0.0000
26,train, 9.9247
26,train upper envelope, 9.9247
26,train upper cgs/total points, 0 ,314
26,train upper average violation, 0.0000
26,train upper maximum violation, 0.0000
26,train, 9.9247
26,train lower envelope, 9.9247
26,train lower cgs/total points, 0 ,314
26,train lower average violation, 0.0000
26,train lower maximum violation, 0.0000
27,test, 9.8967
27,test upper envelope, 9.8967
27,test upper cgs/total points, 0 ,78
27,test upper average violation, 0.0000
27,test upper maximum violation, 0.0000
27,test, 9.8967
27,test lower envelope, 9.8967
27,test lower cgs/total points, 0 ,78
27,test lower average violation, 0.0000
27,test lower maximum violation, 0.0000
27,train, 9.4099
27,train upper envelope, 9.4099
27,train upper cgs/total points, 0 ,314
27,train upper average violation, 0.0000
27,train upper maximum violation, 0.0000
27,train, 9.4099
27,train lower envelope, 9.4099
27,train lower cgs/total points, 0 ,314
27,train lower average violation, 0.0000
27,train lower maximum violation, 0.0000
28,test, 8.5304
28,test upper envelope, 8.5304
28,test upper cgs/total points, 0 ,78
28,test upper average violation, 0.0000
28,test upper maximum violation, 0.0000
28,test, 8.5304
28,test lower envelope, 8.5304
28,test lower cgs/total points, 0 ,78
28,test lower average violation, 0.0000
28,test lower maximum violation, 0.0000
28,train, 7.9142
28,train upper envelope, 7.9142
28,train upper cgs/total points, 0 ,314
28,train upper average violation, 0.0000
28,train upper maximum violation, 0.0000
28,train, 7.9142
28,train lower envelope, 7.9142
28,train lower cgs/total points, 0 ,314
28,train lower average violation, 0.0000
28,train lower maximum violation, 0.0000
29,test, 8.7108
29,test upper envelope, 8.7108
29,test upper cgs/total points, 0 ,78
29,test upper average violation, 0.0000
29,test upper maximum violation, 0.0000
29,test, 8.7108
29,test lower envelope, 8.7108
29,test lower cgs/total points, 0 ,78
29,test lower average violation, 0.0000
29,test lower maximum violation, 0.0000
29,train, 8.1094
29,train upper envelope, 8.1094
29,train upper cgs/total points, 0 ,314
29,train upper average violation, 0.0000
29,train upper maximum violation, 0.0000
29,train, 8.1094
29,train lower envelope, 8.1094
29,train lower cgs/total points, 0 ,314
29,train lower average violation, 0.0000
29,train lower maximum violation, 0.0000
30,test, 8.1784
30,test upper envelope, 8.1784
30,test upper cgs/total points, 0 ,78
30,test upper average violation, 0.0000
30,test upper maximum violation, 0.0000
30,test, 8.1784
30,test lower envelope, 8.1784
30,test lower cgs/total points, 0 ,78
30,test lower average violation, 0.0000
30,test lower maximum violation, 0.0000
30,train, 8.3636
30,train upper envelope, 8.3636
30,train upper cgs/total points, 0 ,314
30,train upper average violation, 0.0000
30,train upper maximum violation, 0.0000
30,train, 8.3636
30,train lower envelope, 8.3636
30,train lower cgs/total points, 0 ,314
30,train lower average violation, 0.0000
30,train lower maximum violation, 0.0000
31,test, 8.8214
31,test upper envelope, 8.8214
31,test upper cgs/total points, 0 ,78
31,test upper average violation, 0.0000
31,test upper maximum violation, 0.0000
31,test, 8.8214
31,test lower envelope, 8.8214
31,test lower cgs/total points, 0 ,78
31,test lower average violation, 0.0000
31,test lower maximum violation, 0.0000
31,train, 8.4303
31,train upper envelope, 8.4303
31,train upper cgs/total points, 0 ,314
31,train upper average violation, 0.0000
31,train upper maximum violation, 0.0000
31,train, 8.4303
31,train lower envelope, 8.4303
31,train lower cgs/total points, 0 ,314
31,train lower average violation, 0.0000
31,train lower maximum violation, 0.0000
32,test, 13.9241
32,test upper envelope, 13.9241
32,test upper cgs/total points, 0 ,78
32,test upper average violation, 0.0000
32,test upper maximum violation, 0.0000
32,test, 13.9241
32,test lower envelope, 13.9241
32,test lower cgs/total points, 0 ,78
32,test lower average violation, 0.0000
32,test lower maximum violation, 0.0000
32,train, 13.4042
32,train upper envelope, 13.4042
32,train upper cgs/total points, 0 ,314
32,train upper average violation, 0.0000
32,train upper maximum violation, 0.0000
32,train, 13.4042
32,train lower envelope, 13.4042
32,train lower cgs/total points, 0 ,314
32,train lower average violation, 0.0000
32,train lower maximum violation, 0.0000
33,test, 8.1444
33,test upper envelope, 8.1444
33,test upper cgs/total points, 0 ,78
33,test upper average violation, 0.0000
33,test upper maximum violation, 0.0000
33,test, 8.1444
33,test lower envelope, 8.1444
33,test lower cgs/total points, 0 ,78
33,test lower average violation, 0.0000
33,test lower maximum violation, 0.0000
33,train, 8.0966
33,train upper envelope, 8.0966
33,train upper cgs/total points, 0 ,314
33,train upper average violation, 0.0000
33,train upper maximum violation, 0.0000
33,train, 8.0966
33,train lower envelope, 8.0966
33,train lower cgs/total points, 0 ,314
33,train lower average violation, 0.0000
33,train lower maximum violation, 0.0000
34,test, 10.8897
34,test upper envelope, 10.8897
34,test upper cgs/total points, 0 ,78
34,test upper average violation, 0.0000
34,test upper maximum violation, 0.0000
34,test, 10.8897
34,test lower envelope, 10.8897
34,test lower cgs/total points, 0 ,78
34,test lower average violation, 0.0000
34,test lower maximum violation, 0.0000
34,train, 9.6579
34,train upper envelope, 9.6579
34,train upper cgs/total points, 0 ,314
34,train upper average violation, 0.0000
34,train upper maximum violation, 0.0000
34,train, 9.6579
34,train lower envelope, 9.6579
34,train lower cgs/total points, 0 ,314
34,train lower average violation, 0.0000
34,train lower maximum violation, 0.0000
35,test, 13.4789
35,test upper envelope, 13.4789
35,test upper cgs/total points, 0 ,78
35,test upper average violation, 0.0000
35,test upper maximum violation, 0.0000
35,test, 13.4789
35,test lower envelope, 13.4789
35,test lower cgs/total points, 0 ,78
35,test lower average violation, 0.0000
35,test lower maximum violation, 0.0000
35,train, 12.5777
35,train upper envelope, 12.5777
35,train upper cgs/total points, 0 ,314
35,train upper average violation, 0.0000
35,train upper maximum violation, 0.0000
35,train, 12.5777
35,train lower envelope, 12.5777
35,train lower cgs/total points, 0 ,314
35,train lower average violation, 0.0000
35,train lower maximum violation, 0.0000
36,test, 8.9963
36,test upper envelope, 8.9963
36,test upper cgs/total points, 0 ,78
36,test upper average violation, 0.0000
36,test upper maximum violation, 0.0000
36,test, 8.9963
36,test lower envelope, 8.9963
36,test lower cgs/total points, 0 ,78
36,test lower average violation, 0.0000
36,test lower maximum violation, 0.0000
36,train, 8.3928
36,train upper envelope, 8.3928
36,train upper cgs/total points, 0 ,314
36,train upper average violation, 0.0000
36,train upper maximum violation, 0.0000
36,train, 8.3928
36,train lower envelope, 8.3928
36,train lower cgs/total points, 0 ,314
36,train lower average violation, 0.0000
36,train lower maximum violation, 0.0000
37,test, 8.5734
37,test upper envelope, 8.5734
37,test upper cgs/total points, 0 ,78
37,test upper average violation, 0.0000
37,test upper maximum violation, 0.0000
37,test, 8.5734
37,test lower envelope, 8.5734
37,test lower cgs/total points, 0 ,78
37,test lower average violation, 0.0000
37,test lower maximum violation, 0.0000
37,train, 7.9231
37,train upper envelope, 7.9231
37,train upper cgs/total points, 0 ,314
37,train upper average violation, 0.0000
37,train upper maximum violation, 0.0000
37,train, 7.9231
37,train lower envelope, 7.9231
37,train lower cgs/total points, 0 ,314
37,train lower average violation, 0.0000
37,train lower maximum violation, 0.0000
38,test, 9.0946
38,test upper envelope, 9.0946
38,test upper cgs/total points, 0 ,78
38,test upper average violation, 0.0000
38,test upper maximum violation, 0.0000
38,test, 9.0946
38,test lower envelope, 9.0946
38,test lower cgs/total points, 0 ,78
38,test lower average violation, 0.0000
38,test lower maximum violation, 0.0000
38,train, 8.6724
38,train upper envelope, 8.6724
38,train upper cgs/total points, 0 ,314
38,train upper average violation, 0.0000
38,train upper maximum violation, 0.0000
38,train, 8.6724
38,train lower envelope, 8.6724
38,train lower cgs/total points, 0 ,314
38,train lower average violation, 0.0000
38,train lower maximum violation, 0.0000
39,test, 9.0739
39,test upper envelope, 9.0739
39,test upper cgs/total points, 0 ,78
39,test upper average violation, 0.0000
39,test upper maximum violation, 0.0000
39,test, 9.0739
39,test lower envelope, 9.0739
39,test lower cgs/total points, 0 ,78
39,test lower average violation, 0.0000
39,test lower maximum violation, 0.0000
39,train, 8.3088
39,train upper envelope, 8.3088
39,train upper cgs/total points, 0 ,314
39,train upper average violation, 0.0000
39,train upper maximum violation, 0.0000
39,train, 8.3088
39,train lower envelope, 8.3088
39,train lower cgs/total points, 0 ,314
39,train lower average violation, 0.0000
39,train lower maximum violation, 0.0000
40,test, 9.0197
40,test upper envelope, 9.0197
40,test upper cgs/total points, 0 ,78
40,test upper average violation, 0.0000
40,test upper maximum violation, 0.0000
40,test, 9.0197
40,test lower envelope, 9.0197
40,test lower cgs/total points, 0 ,78
40,test lower average violation, 0.0000
40,test lower maximum violation, 0.0000
40,train, 7.9555
40,train upper envelope, 7.9555
40,train upper cgs/total points, 0 ,314
40,train upper average violation, 0.0000
40,train upper maximum violation, 0.0000
40,train, 7.9555
40,train lower envelope, 7.9555
40,train lower cgs/total points, 0 ,314
40,train lower average violation, 0.0000
40,train lower maximum violation, 0.0000
No violation in test and train
