0,test, 6.5766
0,test upper envelope metrics, {'avg': 0.30681774358974345, 'total_time': 23.93178399999999, 'min': 0.234034, 'max': 0.383227, 'median': 0.31945, 'first_quartile': 0.2556685, 'third_quartile': 0.3407805}
0,test upper prediction metrics, {'avg': 0.008036564102564103, 'total_time': 0.626852, 'min': 0.00398, 'max': 0.012151, 'median': 0.0080295, 'first_quartile': 0.00765375, 'third_quartile': 0.0083355}
0,test upper envelope, 6.5766
0,test upper cgs/total points, 0 ,78
0,test upper average violation, 0.0000
0,test upper maximum violation, 0.0000
0,test, 6.5766
0,test lower envelope metrics, {'avg': 0.35375955128205133, 'total_time': 27.593245000000003, 'min': 0.249006, 'max': 0.473076, 'median': 0.3645855, 'first_quartile': 0.31533825000000004, 'third_quartile': 0.39397625}
0,test lower prediction metrics, {'avg': 0.007849410256410259, 'total_time': 0.6122540000000002, 'min': 0.002684, 'max': 0.011611, 'median': 0.0082815, 'first_quartile': 0.00731325, 'third_quartile': 0.008553999999999999}
0,test lower envelope, 6.1571
0,test lower cgs/total points, 11 ,78
0,test lower average violation, 0.8599
0,test lower maximum violation, 1.8342
0,train, 8.4506
0,train upper envelope metrics, {'avg': 0.30838596815286623, 'total_time': 96.83319399999999, 'min': 0.22454, 'max': 0.448481, 'median': 0.3293465, 'first_quartile': 0.256323, 'third_quartile': 0.34206725000000004}
0,train upper prediction metrics, {'avg': 0.00792835987261146, 'total_time': 2.4895049999999985, 'min': 0.005601, 'max': 0.009997, 'median': 0.007961, 'first_quartile': 0.00759425, 'third_quartile': 0.00841425}
0,train upper envelope, 8.4495
0,train upper cgs/total points, 8 ,314
0,train upper average violation, 0.3121
0,train upper maximum violation, 0.7628
0,train, 8.4506
0,train lower envelope metrics, {'avg': 0.3605944808917197, 'total_time': 113.22666699999999, 'min': 0.247798, 'max': 0.469015, 'median': 0.36773449999999996, 'first_quartile': 0.32405825, 'third_quartile': 0.39532275}
0,train lower prediction metrics, {'avg': 0.008228388535031852, 'total_time': 2.5837140000000014, 'min': 0.002975, 'max': 0.010515, 'median': 0.0084195, 'first_quartile': 0.007977749999999999, 'third_quartile': 0.008720499999999999}
0,train lower envelope, 8.8015
0,train lower cgs/total points, 54 ,314
0,train lower average violation, 0.9100
0,train lower maximum violation, 1.8736
1,test, 6.6902
1,test upper envelope, 6.6902
1,test upper cgs/total points, 0 ,78
1,test upper average violation, 0.0000
1,test upper maximum violation, 0.0000
1,test, 6.6902
1,test lower envelope, 6.2885
1,test lower cgs/total points, 10 ,78
1,test lower average violation, 0.7756
1,test lower maximum violation, 1.6646
1,train, 8.4897
1,train upper envelope, 8.4945
1,train upper cgs/total points, 6 ,314
1,train upper average violation, 0.2963
1,train upper maximum violation, 0.6495
1,train, 8.4897
1,train lower envelope, 8.7278
1,train lower cgs/total points, 53 ,314
1,train lower average violation, 0.7873
1,train lower maximum violation, 1.7026
2,test, 9.6075
2,test upper envelope, 9.6075
2,test upper cgs/total points, 0 ,78
2,test upper average violation, 0.0000
2,test upper maximum violation, 0.0000
2,test, 9.6075
2,test lower envelope, 8.9776
2,test lower cgs/total points, 10 ,78
2,test lower average violation, 0.8647
2,test lower maximum violation, 1.7911
2,train, 10.4562
2,train upper envelope, 10.4711
2,train upper cgs/total points, 6 ,314
2,train upper average violation, 0.3205
2,train upper maximum violation, 0.6915
2,train, 10.4562
2,train lower envelope, 10.4639
2,train lower cgs/total points, 54 ,314
2,train lower average violation, 0.8690
2,train lower maximum violation, 1.8298
3,test, 8.4914
3,test upper envelope, 8.4914
3,test upper cgs/total points, 0 ,78
3,test upper average violation, 0.0000
3,test upper maximum violation, 0.0000
3,test, 8.4914
3,test lower envelope, 8.3660
3,test lower cgs/total points, 4 ,78
3,test lower average violation, 0.7654
3,test lower maximum violation, 1.1076
3,train, 12.8553
3,train upper envelope, 12.8500
3,train upper cgs/total points, 3 ,314
3,train upper average violation, 0.2676
3,train upper maximum violation, 0.3681
3,train, 12.8553
3,train lower envelope, 13.1135
3,train lower cgs/total points, 27 ,314
3,train lower average violation, 0.5424
3,train lower maximum violation, 1.1906
4,test, 6.8653
4,test upper envelope, 6.8653
4,test upper cgs/total points, 0 ,78
4,test upper average violation, 0.0000
4,test upper maximum violation, 0.0000
4,test, 6.8653
4,test lower envelope, 6.4023
4,test lower cgs/total points, 10 ,78
4,test lower average violation, 0.8133
4,test lower maximum violation, 1.6928
4,train, 8.5383
4,train upper envelope, 8.5433
4,train upper cgs/total points, 7 ,314
4,train upper average violation, 0.2893
4,train upper maximum violation, 0.6866
4,train, 8.5383
4,train lower envelope, 8.7243
4,train lower cgs/total points, 53 ,314
4,train lower average violation, 0.8132
4,train lower maximum violation, 1.7325
5,test, 14.4310
5,test upper envelope, 14.4310
5,test upper cgs/total points, 0 ,78
5,test upper average violation, 0.0000
5,test upper maximum violation, 0.0000
5,test, 14.4310
5,test lower envelope, 13.3914
5,test lower cgs/total points, 11 ,78
5,test lower average violation, 1.1457
5,test lower maximum violation, 2.0653
5,train, 14.5341
5,train upper envelope, 14.5630
5,train upper cgs/total points, 8 ,314
5,train upper average violation, 0.3946
5,train upper maximum violation, 0.8685
5,train, 14.5341
5,train lower envelope, 14.3067
5,train lower cgs/total points, 59 ,314
5,train lower average violation, 1.0980
5,train lower maximum violation, 2.1039
6,test, 8.8395
6,test upper envelope, 8.8395
6,test upper cgs/total points, 0 ,78
6,test upper average violation, 0.0000
6,test upper maximum violation, 0.0000
6,test, 8.8395
6,test lower envelope, 8.2341
6,test lower cgs/total points, 10 ,78
6,test lower average violation, 0.8702
6,test lower maximum violation, 1.8153
6,train, 9.8730
6,train upper envelope, 9.8852
6,train upper cgs/total points, 8 ,314
6,train upper average violation, 0.2778
6,train upper maximum violation, 0.7280
6,train, 9.8730
6,train lower envelope, 9.9213
6,train lower cgs/total points, 54 ,314
6,train lower average violation, 0.8641
6,train lower maximum violation, 1.8542
7,test, 10.2961
7,test upper envelope, 10.2961
7,test upper cgs/total points, 0 ,78
7,test upper average violation, 0.0000
7,test upper maximum violation, 0.0000
7,test, 10.2961
7,test lower envelope, 10.2404
7,test lower cgs/total points, 4 ,78
7,test lower average violation, 0.7580
7,test lower maximum violation, 1.0745
7,train, 15.3874
7,train upper envelope, 15.3776
7,train upper cgs/total points, 3 ,314
7,train upper average violation, 0.2879
7,train upper maximum violation, 0.3841
7,train, 15.3874
7,train lower envelope, 15.7467
7,train lower cgs/total points, 27 ,314
7,train lower average violation, 0.5831
7,train lower maximum violation, 1.1689
8,test, 6.4997
8,test upper envelope, 6.4997
8,test upper cgs/total points, 0 ,78
8,test upper average violation, 0.0000
8,test upper maximum violation, 0.0000
8,test, 6.4997
8,test lower envelope, 6.3417
8,test lower cgs/total points, 8 ,78
8,test lower average violation, 0.6451
8,test lower maximum violation, 1.4118
8,train, 9.7824
8,train upper envelope, 9.7770
8,train upper cgs/total points, 4 ,314
8,train upper average violation, 0.3334
8,train upper maximum violation, 0.5368
8,train, 9.7824
8,train lower envelope, 10.1840
8,train lower cgs/total points, 46 ,314
8,train lower average violation, 0.6424
8,train lower maximum violation, 1.4498
9,test, 6.5240
9,test upper envelope, 6.5240
9,test upper cgs/total points, 0 ,78
9,test upper average violation, 0.0000
9,test upper maximum violation, 0.0000
9,test, 6.5240
9,test lower envelope, 6.3168
9,test lower cgs/total points, 4 ,78
9,test lower average violation, 0.8037
9,test lower maximum violation, 1.1385
9,train, 9.7319
9,train upper envelope, 9.7319
9,train upper cgs/total points, 3 ,314
9,train upper average violation, 0.2597
9,train upper maximum violation, 0.3633
9,train, 9.7319
9,train lower envelope, 9.9223
9,train lower cgs/total points, 27 ,314
9,train lower average violation, 0.6322
9,train lower maximum violation, 1.1989
10,test, 6.3303
10,test upper envelope, 6.3303
10,test upper cgs/total points, 0 ,78
10,test upper average violation, 0.0000
10,test upper maximum violation, 0.0000
10,test, 6.3303
10,test lower envelope, 6.1018
10,test lower cgs/total points, 4 ,78
10,test lower average violation, 0.9189
10,test lower maximum violation, 1.2722
10,train, 9.5824
10,train upper envelope, 9.5825
10,train upper cgs/total points, 3 ,314
10,train upper average violation, 0.3453
10,train upper maximum violation, 0.4508
10,train, 9.5824
10,train lower envelope, 9.8020
10,train lower cgs/total points, 28 ,314
10,train lower average violation, 0.6647
10,train lower maximum violation, 1.3272
11,test, 6.3612
11,test upper envelope, 6.3612
11,test upper cgs/total points, 0 ,78
11,test upper average violation, 0.0000
11,test upper maximum violation, 0.0000
11,test, 6.3612
11,test lower envelope, 6.1533
11,test lower cgs/total points, 5 ,78
11,test lower average violation, 0.7478
11,test lower maximum violation, 1.2534
11,train, 9.5219
11,train upper envelope, 9.5211
11,train upper cgs/total points, 3 ,314
11,train upper average violation, 0.3322
11,train upper maximum violation, 0.4374
11,train, 9.5219
11,train lower envelope, 9.7724
11,train lower cgs/total points, 36 ,314
11,train lower average violation, 0.5793
11,train lower maximum violation, 1.3068
12,test, 8.9127
12,test upper envelope, 8.9176
12,test upper cgs/total points, 1 ,78
12,test upper average violation, 0.0417
12,test upper maximum violation, 0.0417
12,test, 8.9127
12,test lower envelope, 8.1905
12,test lower cgs/total points, 11 ,78
12,test lower average violation, 1.0726
12,test lower maximum violation, 2.0518
12,train, 9.9973
12,train upper envelope, 10.0079
12,train upper cgs/total points, 10 ,314
12,train upper average violation, 0.4236
12,train upper maximum violation, 0.9442
12,train, 9.9973
12,train lower envelope, 10.1254
12,train lower cgs/total points, 58 ,314
12,train lower average violation, 1.0427
12,train lower maximum violation, 2.0915
13,test, 6.8807
13,test upper envelope, 6.8807
13,test upper cgs/total points, 0 ,78
13,test upper average violation, 0.0000
13,test upper maximum violation, 0.0000
13,test, 6.8807
13,test lower envelope, 6.4384
13,test lower cgs/total points, 9 ,78
13,test lower average violation, 0.7957
13,test lower maximum violation, 1.7743
13,train, 8.7003
13,train upper envelope, 8.7025
13,train upper cgs/total points, 8 ,314
13,train upper average violation, 0.3370
13,train upper maximum violation, 0.7610
13,train, 8.7003
13,train lower envelope, 8.8741
13,train lower cgs/total points, 46 ,314
13,train lower average violation, 0.8387
13,train lower maximum violation, 1.8141
14,test, 8.6814
14,test upper envelope, 8.6814
14,test upper cgs/total points, 0 ,78
14,test upper average violation, 0.0000
14,test upper maximum violation, 0.0000
14,test, 8.6814
14,test lower envelope, 8.1240
14,test lower cgs/total points, 10 ,78
14,test lower average violation, 0.7998
14,test lower maximum violation, 1.6739
14,train, 9.7807
14,train upper envelope, 9.7915
14,train upper cgs/total points, 7 ,314
14,train upper average violation, 0.2751
14,train upper maximum violation, 0.6658
14,train, 9.7807
14,train lower envelope, 9.8270
14,train lower cgs/total points, 54 ,314
14,train lower average violation, 0.7999
14,train lower maximum violation, 1.7137
15,test, 7.1717
15,test upper envelope, 7.1717
15,test upper cgs/total points, 0 ,78
15,test upper average violation, 0.0000
15,test upper maximum violation, 0.0000
15,test, 7.1717
15,test lower envelope, 6.7871
15,test lower cgs/total points, 10 ,78
15,test lower average violation, 0.7070
15,test lower maximum violation, 1.6596
15,train, 8.9494
15,train upper envelope, 8.9496
15,train upper cgs/total points, 8 ,314
15,train upper average violation, 0.2474
15,train upper maximum violation, 0.6653
15,train, 8.9494
15,train lower envelope, 9.1625
15,train lower cgs/total points, 48 ,314
15,train lower average violation, 0.8018
15,train lower maximum violation, 1.6994
16,test, 7.5382
16,test upper envelope, 7.5382
16,test upper cgs/total points, 0 ,78
16,test upper average violation, 0.0000
16,test upper maximum violation, 0.0000
16,test, 7.5382
16,test lower envelope, 7.1050
16,test lower cgs/total points, 10 ,78
16,test lower average violation, 0.6742
16,test lower maximum violation, 1.5779
16,train, 9.0145
16,train upper envelope, 9.0225
16,train upper cgs/total points, 6 ,314
16,train upper average violation, 0.2689
16,train upper maximum violation, 0.6102
16,train, 9.0145
16,train lower envelope, 9.1327
16,train lower cgs/total points, 47 ,314
16,train lower average violation, 0.7935
16,train lower maximum violation, 1.6186
17,test, 9.7777
17,test upper envelope, 9.7777
17,test upper cgs/total points, 0 ,78
17,test upper average violation, 0.0000
17,test upper maximum violation, 0.0000
17,test, 9.7777
17,test lower envelope, 8.9411
17,test lower cgs/total points, 11 ,78
17,test lower average violation, 1.0351
17,test lower maximum violation, 1.9752
17,train, 10.4510
17,train upper envelope, 10.4716
17,train upper cgs/total points, 8 ,314
17,train upper average violation, 0.4425
17,train upper maximum violation, 0.8767
17,train, 10.4510
17,train lower envelope, 10.4073
17,train lower cgs/total points, 58 ,314
17,train lower average violation, 1.0019
17,train lower maximum violation, 2.0163
18,test, 6.7500
18,test upper envelope, 6.7500
18,test upper cgs/total points, 0 ,78
18,test upper average violation, 0.0000
18,test upper maximum violation, 0.0000
18,test, 6.7500
18,test lower envelope, 6.3814
18,test lower cgs/total points, 5 ,78
18,test lower average violation, 0.8357
18,test lower maximum violation, 1.3488
18,train, 8.5253
18,train upper envelope, 8.5336
18,train upper cgs/total points, 3 ,314
18,train upper average violation, 0.3439
18,train upper maximum violation, 0.4542
18,train, 8.5253
18,train lower envelope, 8.5948
18,train lower cgs/total points, 38 ,314
18,train lower average violation, 0.6101
18,train lower maximum violation, 1.3893
19,test, 8.2258
19,test upper envelope, 8.2258
19,test upper cgs/total points, 0 ,78
19,test upper average violation, 0.0000
19,test upper maximum violation, 0.0000
19,test, 8.2258
19,test lower envelope, 7.7433
19,test lower cgs/total points, 10 ,78
19,test lower average violation, 0.7384
19,test lower maximum violation, 1.5674
19,train, 9.4506
19,train upper envelope, 9.4610
19,train upper cgs/total points, 4 ,314
19,train upper average violation, 0.3707
19,train upper maximum violation, 0.5863
19,train, 9.4506
19,train lower envelope, 9.5408
19,train lower cgs/total points, 54 ,314
19,train lower average violation, 0.7362
19,train lower maximum violation, 1.6079
20,test, 6.6269
20,test upper envelope, 6.6269
20,test upper cgs/total points, 0 ,78
20,test upper average violation, 0.0000
20,test upper maximum violation, 0.0000
20,test, 6.6269
20,test lower envelope, 6.4066
20,test lower cgs/total points, 5 ,78
20,test lower average violation, 0.7932
20,test lower maximum violation, 1.2833
20,train, 9.7400
20,train upper envelope, 9.7389
20,train upper cgs/total points, 4 ,314
20,train upper average violation, 0.2907
20,train upper maximum violation, 0.4848
20,train, 9.7400
20,train lower envelope, 9.9975
20,train lower cgs/total points, 39 ,314
20,train lower average violation, 0.5913
20,train lower maximum violation, 1.3244
21,test, 7.2266
21,test upper envelope, 7.2266
21,test upper cgs/total points, 0 ,78
21,test upper average violation, 0.0000
21,test upper maximum violation, 0.0000
21,test, 7.2266
21,test lower envelope, 6.7737
21,test lower cgs/total points, 9 ,78
21,test lower average violation, 0.6892
21,test lower maximum violation, 1.4981
21,train, 8.6399
21,train upper envelope, 8.6515
21,train upper cgs/total points, 4 ,314
21,train upper average violation, 0.3558
21,train upper maximum violation, 0.5668
21,train, 8.6399
21,train lower envelope, 8.6944
21,train lower cgs/total points, 46 ,314
21,train lower average violation, 0.7476
21,train lower maximum violation, 1.5399
22,test, 6.5823
22,test upper envelope, 6.5823
22,test upper cgs/total points, 0 ,78
22,test upper average violation, 0.0000
22,test upper maximum violation, 0.0000
22,test, 6.5823
22,test lower envelope, 6.3698
22,test lower cgs/total points, 5 ,78
22,test lower average violation, 0.7342
22,test lower maximum violation, 1.2084
22,train, 9.5351
22,train upper envelope, 9.5349
22,train upper cgs/total points, 3 ,314
22,train upper average violation, 0.3068
22,train upper maximum violation, 0.4104
22,train, 9.5351
22,train lower envelope, 9.7664
22,train lower cgs/total points, 37 ,314
22,train lower average violation, 0.5669
22,train lower maximum violation, 1.2548
23,test, 6.5207
23,test upper envelope, 6.5207
23,test upper cgs/total points, 0 ,78
23,test upper average violation, 0.0000
23,test upper maximum violation, 0.0000
23,test, 6.5207
23,test lower envelope, 6.1596
23,test lower cgs/total points, 8 ,78
23,test lower average violation, 0.7393
23,test lower maximum violation, 1.5249
23,train, 8.4433
23,train upper envelope, 8.4477
23,train upper cgs/total points, 5 ,314
23,train upper average violation, 0.3106
23,train upper maximum violation, 0.5902
23,train, 8.4433
23,train lower envelope, 8.6196
23,train lower cgs/total points, 46 ,314
23,train lower average violation, 0.7154
23,train lower maximum violation, 1.5656
24,test, 7.1260
24,test upper envelope, 7.1260
24,test upper cgs/total points, 0 ,78
24,test upper average violation, 0.0000
24,test upper maximum violation, 0.0000
24,test, 7.1260
24,test lower envelope, 6.7038
24,test lower cgs/total points, 8 ,78
24,test lower average violation, 0.6327
24,test lower maximum violation, 1.4590
24,train, 8.7156
24,train upper envelope, 8.7258
24,train upper cgs/total points, 4 ,314
24,train upper average violation, 0.3355
24,train upper maximum violation, 0.5437
24,train, 8.7156
24,train lower envelope, 8.7698
24,train lower cgs/total points, 44 ,314
24,train lower average violation, 0.6539
24,train lower maximum violation, 1.5006
25,test, 10.3583
25,test upper envelope, 10.3583
25,test upper cgs/total points, 0 ,78
25,test upper average violation, 0.0000
25,test upper maximum violation, 0.0000
25,test, 10.3583
25,test lower envelope, 10.2754
25,test lower cgs/total points, 4 ,78
25,test lower average violation, 0.5731
25,test lower maximum violation, 0.8814
25,train, 15.0106
25,train upper envelope, 15.0051
25,train upper cgs/total points, 3 ,314
25,train upper average violation, 0.1718
25,train upper maximum violation, 0.2640
25,train, 15.0106
25,train lower envelope, 15.2205
25,train lower cgs/total points, 22 ,314
25,train lower average violation, 0.4746
25,train lower maximum violation, 0.9704
26,test, 6.3824
26,test upper envelope, 6.3824
26,test upper cgs/total points, 0 ,78
26,test upper average violation, 0.0000
26,test upper maximum violation, 0.0000
26,test, 6.3824
26,test lower envelope, 6.0175
26,test lower cgs/total points, 8 ,78
26,test lower average violation, 0.6469
26,test lower maximum violation, 1.4837
26,train, 8.4699
26,train upper envelope, 8.4738
26,train upper cgs/total points, 6 ,314
26,train upper average violation, 0.2615
26,train upper maximum violation, 0.5857
26,train, 8.4699
26,train lower envelope, 8.6141
26,train lower cgs/total points, 44 ,314
26,train lower average violation, 0.6551
26,train lower maximum violation, 1.5249
27,test, 10.2790
27,test upper envelope, 10.2790
27,test upper cgs/total points, 0 ,78
27,test upper average violation, 0.0000
27,test upper maximum violation, 0.0000
27,test, 10.2790
27,test lower envelope, 9.4884
27,test lower cgs/total points, 11 ,78
27,test lower average violation, 0.9863
27,test lower maximum violation, 1.7944
27,train, 10.9042
27,train upper envelope, 10.9223
27,train upper cgs/total points, 8 ,314
27,train upper average violation, 0.3296
27,train upper maximum violation, 0.7525
27,train, 10.9042
27,train lower envelope, 10.8576
27,train lower cgs/total points, 57 ,314
27,train lower average violation, 0.9539
27,train lower maximum violation, 1.8355
28,test, 7.4874
28,test upper envelope, 7.4874
28,test upper cgs/total points, 0 ,78
28,test upper average violation, 0.0000
28,test upper maximum violation, 0.0000
28,test, 7.4874
28,test lower envelope, 7.3891
28,test lower cgs/total points, 5 ,78
28,test lower average violation, 0.6096
28,test lower maximum violation, 1.0490
28,train, 11.5035
28,train upper envelope, 11.4973
28,train upper cgs/total points, 3 ,314
28,train upper average violation, 0.2574
28,train upper maximum violation, 0.3534
28,train, 11.5035
28,train lower envelope, 11.8228
28,train lower cgs/total points, 36 ,314
28,train lower average violation, 0.4831
28,train lower maximum violation, 1.1205
29,test, 6.8464
29,test upper envelope, 6.8464
29,test upper cgs/total points, 0 ,78
29,test upper average violation, 0.0000
29,test upper maximum violation, 0.0000
29,test, 6.8464
29,test lower envelope, 6.4542
29,test lower cgs/total points, 5 ,78
29,test lower average violation, 0.9117
29,test lower maximum violation, 1.4564
29,train, 8.6328
29,train upper envelope, 8.6400
29,train upper cgs/total points, 4 ,314
29,train upper average violation, 0.3447
29,train upper maximum violation, 0.5484
29,train, 8.6328
29,train lower envelope, 8.7171
29,train lower cgs/total points, 39 ,314
29,train lower average violation, 0.6361
29,train lower maximum violation, 1.4978
30,test, 6.2961
30,test upper envelope, 6.2961
30,test upper cgs/total points, 0 ,78
30,test upper average violation, 0.0000
30,test upper maximum violation, 0.0000
30,test, 6.2961
30,test lower envelope, 6.1009
30,test lower cgs/total points, 5 ,78
30,test lower average violation, 0.6979
30,test lower maximum violation, 1.1763
30,train, 9.4355
30,train upper envelope, 9.4345
30,train upper cgs/total points, 3 ,314
30,train upper average violation, 0.3173
30,train upper maximum violation, 0.4184
30,train, 9.4355
30,train lower envelope, 9.6711
30,train lower cgs/total points, 35 ,314
30,train lower average violation, 0.5502
30,train lower maximum violation, 1.2410
31,test, 6.7448
31,test upper envelope, 6.7448
31,test upper cgs/total points, 0 ,78
31,test upper average violation, 0.0000
31,test upper maximum violation, 0.0000
31,test, 6.7448
31,test lower envelope, 6.5102
31,test lower cgs/total points, 4 ,78
31,test lower average violation, 0.7498
31,test lower maximum violation, 1.0735
31,train, 9.6286
31,train upper envelope, 9.6308
31,train upper cgs/total points, 3 ,314
31,train upper average violation, 0.2553
31,train upper maximum violation, 0.3559
31,train, 9.6286
31,train lower envelope, 9.7450
31,train lower cgs/total points, 27 ,314
31,train lower average violation, 0.5247
31,train lower maximum violation, 1.1541
32,test, 10.9567
32,test upper envelope, 10.9581
32,test upper cgs/total points, 1 ,78
32,test upper average violation, 0.0098
32,test upper maximum violation, 0.0098
32,test, 10.9567
32,test lower envelope, 9.9616
32,test lower cgs/total points, 12 ,78
32,test lower average violation, 1.0276
32,test lower maximum violation, 1.9480
32,train, 11.2844
32,train upper envelope, 11.3141
32,train upper cgs/total points, 10 ,314
32,train upper average violation, 0.3678
32,train upper maximum violation, 0.8768
32,train, 11.2844
32,train lower envelope, 11.1013
32,train lower cgs/total points, 61 ,314
32,train lower average violation, 1.0033
32,train lower maximum violation, 1.9898
33,test, 6.9282
33,test upper envelope, 6.9282
33,test upper cgs/total points, 0 ,78
33,test upper average violation, 0.0000
33,test upper maximum violation, 0.0000
33,test, 6.9282
33,test lower envelope, 6.4877
33,test lower cgs/total points, 11 ,78
33,test lower average violation, 0.7666
33,test lower maximum violation, 1.6945
33,train, 8.5643
33,train upper envelope, 8.5648
33,train upper cgs/total points, 8 ,314
33,train upper average violation, 0.3262
33,train upper maximum violation, 0.7234
33,train, 8.5643
33,train lower envelope, 8.8003
33,train lower cgs/total points, 55 ,314
33,train lower average violation, 0.7904
33,train lower maximum violation, 1.7354
34,test, 6.3421
34,test upper envelope, 6.3421
34,test upper cgs/total points, 0 ,78
34,test upper average violation, 0.0000
34,test upper maximum violation, 0.0000
34,test, 6.3421
34,test lower envelope, 6.0398
34,test lower cgs/total points, 5 ,78
34,test lower average violation, 0.7567
34,test lower maximum violation, 1.2394
34,train, 8.4769
34,train upper envelope, 8.4821
34,train upper cgs/total points, 3 ,314
34,train upper average violation, 0.3231
34,train upper maximum violation, 0.4285
34,train, 8.4769
34,train lower envelope, 8.5951
34,train lower cgs/total points, 38 ,314
34,train lower average violation, 0.5539
34,train lower maximum violation, 1.2833
35,test, 8.9259
35,test upper envelope, 8.9259
35,test upper cgs/total points, 0 ,78
35,test upper average violation, 0.0000
35,test upper maximum violation, 0.0000
35,test, 8.9259
35,test lower envelope, 8.3620
35,test lower cgs/total points, 10 ,78
35,test lower average violation, 0.7192
35,test lower maximum violation, 1.5764
35,train, 9.8138
35,train upper envelope, 9.8269
35,train upper cgs/total points, 7 ,314
35,train upper average violation, 0.2486
35,train upper maximum violation, 0.6198
35,train, 9.8138
35,train lower envelope, 9.7888
35,train lower cgs/total points, 50 ,314
35,train lower average violation, 0.7687
35,train lower maximum violation, 1.6189
36,test, 9.5448
36,test upper envelope, 9.5448
36,test upper cgs/total points, 0 ,78
36,test upper average violation, 0.0000
36,test upper maximum violation, 0.0000
36,test, 9.5448
36,test lower envelope, 8.9302
36,test lower cgs/total points, 11 ,78
36,test lower average violation, 0.8170
36,test lower maximum violation, 1.6692
36,train, 10.4169
36,train upper envelope, 10.4279
36,train upper cgs/total points, 8 ,314
36,train upper average violation, 0.2631
36,train upper maximum violation, 0.6709
36,train, 10.4169
36,train lower envelope, 10.4549
36,train lower cgs/total points, 56 ,314
36,train lower average violation, 0.8238
36,train lower maximum violation, 1.7110
37,test, 9.8762
37,test upper envelope, 9.8762
37,test upper cgs/total points, 0 ,78
37,test upper average violation, 0.0000
37,test upper maximum violation, 0.0000
37,test, 9.8762
37,test lower envelope, 9.2485
37,test lower cgs/total points, 11 ,78
37,test lower average violation, 0.7348
37,test lower maximum violation, 1.5717
37,train, 10.5581
37,train upper envelope, 10.5733
37,train upper cgs/total points, 5 ,314
37,train upper average violation, 0.3074
37,train upper maximum violation, 0.5907
37,train, 10.5581
37,train lower envelope, 10.5083
37,train lower cgs/total points, 56 ,314
37,train lower average violation, 0.7515
37,train lower maximum violation, 1.6131
38,test, 8.4850
38,test upper envelope, 8.4850
38,test upper cgs/total points, 0 ,78
38,test upper average violation, 0.0000
38,test upper maximum violation, 0.0000
38,test, 8.4850
38,test lower envelope, 8.3817
38,test lower cgs/total points, 4 ,78
38,test lower average violation, 0.6578
38,test lower maximum violation, 0.9525
38,train, 12.8175
38,train upper envelope, 12.8122
38,train upper cgs/total points, 3 ,314
38,train upper average violation, 0.2383
38,train upper maximum violation, 0.3311
38,train, 12.8175
38,train lower envelope, 13.0486
38,train lower cgs/total points, 27 ,314
38,train lower average violation, 0.4704
38,train lower maximum violation, 1.0566
39,test, 6.2999
39,test upper envelope, 6.2999
39,test upper cgs/total points, 0 ,78
39,test upper average violation, 0.0000
39,test upper maximum violation, 0.0000
39,test, 6.2999
39,test lower envelope, 6.1066
39,test lower cgs/total points, 9 ,78
39,test lower average violation, 0.6054
39,test lower maximum violation, 1.3872
39,train, 9.1098
39,train upper envelope, 9.1006
39,train upper cgs/total points, 7 ,314
39,train upper average violation, 0.2233
39,train upper maximum violation, 0.5573
39,train, 9.1098
39,train lower envelope, 9.4619
39,train lower cgs/total points, 46 ,314
39,train lower average violation, 0.6494
39,train lower maximum violation, 1.4287
40,test, 6.2692
40,test upper envelope, 6.2692
40,test upper cgs/total points, 0 ,78
40,test upper average violation, 0.0000
40,test upper maximum violation, 0.0000
40,test, 6.2692
40,test lower envelope, 5.9815
40,test lower cgs/total points, 4 ,78
40,test lower average violation, 0.8846
40,test lower maximum violation, 1.1960
40,train, 8.5528
40,train upper envelope, 8.5578
40,train upper cgs/total points, 3 ,314
40,train upper average violation, 0.3226
40,train upper maximum violation, 0.4256
40,train, 8.5528
40,train lower envelope, 8.6679
40,train lower cgs/total points, 30 ,314
40,train lower average violation, 0.6163
40,train lower maximum violation, 1.2563
