0,test, 15.8122
0,test upper envelope metrics, {'avg': 0.4032267, 'total_time': 40.7258979, 'min': 0.378812, 'max': 0.534909, 'median': 0.39028, 'first_quartile': 0.383004, 'third_quartile': 0.407588}
0,test upper prediction metrics, {'avg': 0.0038119, 'total_time': 0.38500, 'min': 0.00314, 'max': 0.004539, 'median': 0.003776, 'first_quartile': 0.003742, 'third_quartile': 0.003857}
0,test upper envelope, 15.8097
0,test upper cgs/total points, 1 ,101
0,test upper average violation, 0.0401
0,test upper maximum violation, 0.0401
0,test, 15.8122
0,test lower envelope metrics, {'avg': 0.40380, 'total_time': 40.78449, 'min': 0.374253, 'max': 0.508797, 'median': 0.386792, 'first_quartile': 0.383287, 'third_quartile': 0.414315}
0,test lower prediction metrics, {'avg': 0.0038, 'total_time': 0.3860, 'min': 0.003108, 'max': 0.004383, 'median': 0.003785, 'first_quartile': 0.003748, 'third_quartile': 0.003835}
0,test lower envelope, 15.8129
0,test lower cgs/total points, 1 ,101
0,test lower average violation, 0.0105
0,test lower maximum violation, 0.0105
0,train, 10.1685
0,train upper envelope metrics, {'avg': 0.4008, 'total_time': 161.93196, 'min': 0.375844, 'max': 0.517047, 'median': 0.3872115, 'first_quartile': 0.38245, 'third_quartile': 0.408142}
0,train upper prediction metrics, {'avg': 0.00383, 'total_time': 1.5491, 'min': 0.003134, 'max': 0.004567, 'median': 0.0037945, 'first_quartile': 0.00375775, 'third_quartile': 0.003857}
0,train upper envelope, 10.1561
0,train upper cgs/total points, 11 ,404
0,train upper average violation, 0.1117
0,train upper maximum violation, 0.3676
0,train, 10.1685
0,train lower envelope metrics, {'avg': 0.4088, 'total_time': 165.192, 'min': 0.370811, 'max': 0.680103, 'median': 0.3871685, 'first_quartile': 0.382459, 'third_quartile': 0.4328}
0,train lower prediction metrics, {'avg': 0.00382, 'total_time': 1.5456, 'min': 0.002457, 'max': 0.005078, 'median': 0.0037885, 'first_quartile': 0.003756, 'third_quartile': 0.00384824}
0,train lower envelope, 10.1862
0,train lower cgs/total points, 11 ,404
0,train lower average violation, 0.0766
0,train lower maximum violation, 0.3022
1,test, 19.5994
1,test upper envelope, 19.5994
1,test upper cgs/total points, 0 ,101
1,test upper average violation, 0.0000
1,test upper maximum violation, 0.0000
1,test, 19.5994
1,test lower envelope, 19.5994
1,test lower cgs/total points, 0 ,101
1,test lower average violation, 0.0000
1,test lower maximum violation, 0.0000
1,train, 13.4211
1,train upper envelope, 13.4165
1,train upper cgs/total points, 2 ,404
1,train upper average violation, 0.2201
1,train upper maximum violation, 0.4079
1,train, 13.4211
1,train lower envelope, 13.4170
1,train lower cgs/total points, 2 ,404
1,train lower average violation, 0.1580
1,train lower maximum violation, 0.2293
2,test, 16.4950
2,test upper envelope, 16.4950
2,test upper cgs/total points, 0 ,101
2,test upper average violation, 0.0000
2,test upper maximum violation, 0.0000
2,test, 16.4950
2,test lower envelope, 16.4950
2,test lower cgs/total points, 0 ,101
2,test lower average violation, 0.0000
2,test lower maximum violation, 0.0000
2,train, 10.0946
2,train upper envelope, 10.0938
2,train upper cgs/total points, 1 ,404
2,train upper average violation, 0.3269
2,train upper maximum violation, 0.3269
2,train, 10.0946
2,train lower envelope, 10.0944
2,train lower cgs/total points, 2 ,404
2,train lower average violation, 0.0712
2,train lower maximum violation, 0.0799
3,test, 17.1531
3,test upper envelope, 17.1531
3,test upper cgs/total points, 0 ,101
3,test upper average violation, 0.0000
3,test upper maximum violation, 0.0000
3,test, 17.1531
3,test lower envelope, 17.1531
3,test lower cgs/total points, 0 ,101
3,test lower average violation, 0.0000
3,test lower maximum violation, 0.0000
3,train, 8.6912
3,train upper envelope, 8.6911
3,train upper cgs/total points, 1 ,404
3,train upper average violation, 0.0334
3,train upper maximum violation, 0.0334
3,train, 8.6912
3,train lower envelope, 8.6914
3,train lower cgs/total points, 1 ,404
3,train lower average violation, 0.0896
3,train lower maximum violation, 0.0896
4,test, 17.6300
4,test upper envelope, 17.6300
4,test upper cgs/total points, 0 ,101
4,test upper average violation, 0.0000
4,test upper maximum violation, 0.0000
4,test, 17.6300
4,test lower envelope, 17.6300
4,test lower cgs/total points, 0 ,101
4,test lower average violation, 0.0000
4,test lower maximum violation, 0.0000
4,train, 8.4572
4,train upper envelope, 8.4560
4,train upper cgs/total points, 3 ,404
4,train upper average violation, 0.0407
4,train upper maximum violation, 0.0643
4,train, 8.4572
4,train lower envelope, 8.4584
4,train lower cgs/total points, 4 ,404
4,train lower average violation, 0.0244
4,train lower maximum violation, 0.0391
5,test, 21.9663
5,test upper envelope, 21.9663
5,test upper cgs/total points, 0 ,101
5,test upper average violation, 0.0000
5,test upper maximum violation, 0.0000
5,test, 21.9663
5,test lower envelope, 21.9663
5,test lower cgs/total points, 0 ,101
5,test lower average violation, 0.0000
5,test lower maximum violation, 0.0000
5,train, 15.8864
5,train upper envelope, 15.8864
5,train upper cgs/total points, 0 ,404
5,train upper average violation, 0.0000
5,train upper maximum violation, 0.0000
5,train, 15.8864
5,train lower envelope, 15.8864
5,train lower cgs/total points, 0 ,404
5,train lower average violation, 0.0000
5,train lower maximum violation, 0.0000
6,test, 18.5152
6,test upper envelope, 18.5278
6,test upper cgs/total points, 1 ,101
6,test upper average violation, 0.2280
6,test upper maximum violation, 0.2280
6,test, 18.5152
6,test lower envelope, 18.5007
6,test lower cgs/total points, 1 ,101
6,test lower average violation, 0.2885
6,test lower maximum violation, 0.2885
6,train, 11.2457
6,train upper envelope, 11.2439
6,train upper cgs/total points, 3 ,404
6,train upper average violation, 0.1527
6,train upper maximum violation, 0.2374
6,train, 11.2457
6,train lower envelope, 11.2543
6,train lower cgs/total points, 3 ,404
6,train lower average violation, 0.2352
6,train lower maximum violation, 0.3760
7,test, 16.5809
7,test upper envelope, 16.5997
7,test upper cgs/total points, 1 ,101
7,test upper average violation, 0.2411
7,test upper maximum violation, 0.2411
7,test, 16.5809
7,test lower envelope, 16.5676
7,test lower cgs/total points, 1 ,101
7,test lower average violation, 0.1807
7,test lower maximum violation, 0.1807
7,train, 9.1861
7,train upper envelope, 9.1916
7,train upper cgs/total points, 9 ,404
7,train upper average violation, 0.0807
7,train upper maximum violation, 0.1992
7,train, 9.1861
7,train lower envelope, 9.1870
7,train lower cgs/total points, 9 ,404
7,train lower average violation, 0.1375
7,train lower maximum violation, 0.3315
8,test, 18.3187
8,test upper envelope, 18.3364
8,test upper cgs/total points, 1 ,101
8,test upper average violation, 0.1910
8,test upper maximum violation, 0.1910
8,test, 18.3187
8,test lower envelope, 18.3141
8,test lower cgs/total points, 1 ,101
8,test lower average violation, 0.0505
8,test lower maximum violation, 0.0505
8,train, 9.1823
8,train upper envelope, 9.1849
8,train upper cgs/total points, 4 ,404
8,train upper average violation, 0.0861
8,train upper maximum violation, 0.1578
8,train, 9.1823
8,train lower envelope, 9.1841
8,train lower cgs/total points, 4 ,404
8,train lower average violation, 0.0862
8,train lower maximum violation, 0.1965
9,test, 16.0898
9,test upper envelope, 16.1157
9,test upper cgs/total points, 1 ,101
9,test upper average violation, 0.2478
9,test upper maximum violation, 0.2478
9,test, 16.0898
9,test lower envelope, 16.0857
9,test lower cgs/total points, 1 ,101
9,test lower average violation, 0.0405
9,test lower maximum violation, 0.0405
9,train, 8.8843
9,train upper envelope, 8.8881
9,train upper cgs/total points, 5 ,404
9,train upper average violation, 0.0713
9,train upper maximum violation, 0.1847
9,train, 8.8843
9,train lower envelope, 8.8861
9,train lower cgs/total points, 2 ,404
9,train lower average violation, 0.2027
9,train lower maximum violation, 0.2738
10,test, 16.6394
10,test upper envelope, 16.6721
10,test upper cgs/total points, 1 ,101
10,test upper average violation, 0.3439
10,test upper maximum violation, 0.3439
10,test, 16.6394
10,test lower envelope, 16.6262
10,test lower cgs/total points, 1 ,101
10,test lower average violation, 0.1471
10,test lower maximum violation, 0.1471
10,train, 8.7768
10,train upper envelope, 8.7909
10,train upper cgs/total points, 9 ,404
10,train upper average violation, 0.1313
10,train upper maximum violation, 0.2841
10,train, 8.7768
10,train lower envelope, 8.7791
10,train lower cgs/total points, 8 ,404
10,train lower average violation, 0.0767
10,train lower maximum violation, 0.3558
11,test, 18.1463
11,test upper envelope, 18.1473
11,test upper cgs/total points, 3 ,101
11,test upper average violation, 0.4045
11,test upper maximum violation, 0.5535
11,test, 18.1463
11,test lower envelope, 18.1244
11,test lower cgs/total points, 2 ,101
11,test lower average violation, 0.1493
11,test lower maximum violation, 0.2940
11,train, 10.1076
11,train upper envelope, 10.1315
11,train upper cgs/total points, 13 ,404
11,train upper average violation, 0.3178
11,train upper maximum violation, 0.4574
11,train, 10.1076
11,train lower envelope, 10.1091
11,train lower cgs/total points, 12 ,404
11,train lower average violation, 0.1550
11,train lower maximum violation, 0.6526
12,test, 18.9001
12,test upper envelope, 18.9702
12,test upper cgs/total points, 2 ,101
12,test upper average violation, 0.3116
12,test upper maximum violation, 0.5726
12,test, 18.9001
12,test lower envelope, 18.8838
12,test lower cgs/total points, 2 ,101
12,test lower average violation, 0.0709
12,test lower maximum violation, 0.1372
12,train, 14.5579
12,train upper envelope, 14.6150
12,train upper cgs/total points, 9 ,404
12,train upper average violation, 0.3103
12,train upper maximum violation, 0.4580
12,train, 14.5579
12,train lower envelope, 14.5341
12,train lower cgs/total points, 9 ,404
12,train lower average violation, 0.2685
12,train lower maximum violation, 0.8275
13,test, 16.9742
13,test upper envelope, 17.0152
13,test upper cgs/total points, 2 ,101
13,test upper average violation, 0.2629
13,test upper maximum violation, 0.3476
13,test, 16.9742
13,test lower envelope, 16.9787
13,test lower cgs/total points, 1 ,101
13,test lower average violation, 0.1052
13,test lower maximum violation, 0.1052
13,train, 9.0845
13,train upper envelope, 9.1145
13,train upper cgs/total points, 5 ,404
13,train upper average violation, 0.3449
13,train upper maximum violation, 0.4056
13,train, 9.0845
13,train lower envelope, 9.0813
13,train lower cgs/total points, 5 ,404
13,train lower average violation, 0.3084
13,train lower maximum violation, 0.9050
14,test, 16.1939
14,test upper envelope, 16.2530
14,test upper cgs/total points, 2 ,101
14,test upper average violation, 0.4989
14,test upper maximum violation, 0.7333
14,test, 16.1939
14,test lower envelope, 16.1832
14,test lower cgs/total points, 2 ,101
14,test lower average violation, 0.2677
14,test lower maximum violation, 0.3057
14,train, 8.6419
14,train upper envelope, 8.6720
14,train upper cgs/total points, 8 ,404
14,train upper average violation, 0.3213
14,train upper maximum violation, 0.4851
14,train, 8.6419
14,train lower envelope, 8.6451
14,train lower cgs/total points, 4 ,404
14,train lower average violation, 0.4266
14,train lower maximum violation, 0.8151
15,test, 13.5672
15,test upper envelope, 13.5932
15,test upper cgs/total points, 2 ,101
15,test upper average violation, 1.0841
15,test upper maximum violation, 1.1809
15,test, 13.5672
15,test lower envelope, 13.5605
15,test lower cgs/total points, 2 ,101
15,test lower average violation, 0.6815
15,test lower maximum violation, 0.7075
15,train, 9.1721
15,train upper envelope, 9.2522
15,train upper cgs/total points, 12 ,404
15,train upper average violation, 0.6364
15,train upper maximum violation, 1.0920
15,train, 9.1721
15,train lower envelope, 9.1646
15,train lower cgs/total points, 12 ,404
15,train lower average violation, 0.3705
15,train lower maximum violation, 1.3081
16,test, 19.6759
16,test upper envelope, 19.6449
16,test upper cgs/total points, 1 ,101
16,test upper average violation, 0.4110
16,test upper maximum violation, 0.4110
16,test, 19.6759
16,test lower envelope, 19.6868
16,test lower cgs/total points, 1 ,101
16,test lower average violation, 0.1335
16,test lower maximum violation, 0.1335
16,train, 10.2800
16,train upper envelope, 10.2814
16,train upper cgs/total points, 3 ,404
16,train upper average violation, 0.3476
16,train upper maximum violation, 0.4953
16,train, 10.2800
16,train lower envelope, 10.3020
16,train lower cgs/total points, 3 ,404
16,train lower average violation, 0.8730
16,train lower maximum violation, 1.5455
17,test, 15.5801
17,test upper envelope, 15.5838
17,test upper cgs/total points, 3 ,101
17,test upper average violation, 1.1782
17,test upper maximum violation, 1.2517
17,test, 15.5801
17,test lower envelope, 15.6282
17,test lower cgs/total points, 3 ,101
17,test lower average violation, 0.8212
17,test lower maximum violation, 1.5256
17,train, 8.5454
17,train upper envelope, 8.6003
17,train upper cgs/total points, 13 ,404
17,train upper average violation, 0.9080
17,train upper maximum violation, 1.2290
17,train, 8.5454
17,train lower envelope, 8.5488
17,train lower cgs/total points, 14 ,404
17,train lower average violation, 0.7453
17,train lower maximum violation, 1.8756
18,test, 14.5091
18,test upper envelope, 14.6849
18,test upper cgs/total points, 4 ,101
18,test upper average violation, 0.8520
18,test upper maximum violation, 1.2202
18,test, 14.5091
18,test lower envelope, 14.4238
18,test lower cgs/total points, 3 ,101
18,test lower average violation, 0.6359
18,test lower maximum violation, 0.8979
18,train, 7.6818
18,train upper envelope, 7.8735
18,train upper cgs/total points, 14 ,404
18,train upper average violation, 0.8247
18,train upper maximum violation, 1.2489
18,train, 7.6818
18,train lower envelope, 7.5658
18,train lower cgs/total points, 15 ,404
18,train lower average violation, 0.7648
18,train lower maximum violation, 1.5891
19,test, 14.5058
19,test upper envelope, 14.5702
19,test upper cgs/total points, 3 ,101
19,test upper average violation, 0.9570
19,test upper maximum violation, 1.4347
19,test, 14.5058
19,test lower envelope, 14.5633
19,test lower cgs/total points, 3 ,101
19,test lower average violation, 0.5619
19,test lower maximum violation, 1.2533
19,train, 7.3263
19,train upper envelope, 7.3632
19,train upper cgs/total points, 13 ,404
19,train upper average violation, 0.3793
19,train upper maximum violation, 1.1855
19,train, 7.3263
19,train lower envelope, 7.3625
19,train lower cgs/total points, 9 ,404
19,train lower average violation, 0.4081
19,train lower maximum violation, 2.0733
20,test, 15.3579
20,test upper envelope, 15.2851
20,test upper cgs/total points, 1 ,101
20,test upper average violation, 1.0091
20,test upper maximum violation, 1.0091
20,test, 15.3579
20,test lower envelope, 15.4033
20,test lower cgs/total points, 1 ,101
20,test lower average violation, 0.5212
20,test lower maximum violation, 0.5212
20,train, 7.5303
20,train upper envelope, 7.5289
20,train upper cgs/total points, 3 ,404
20,train upper average violation, 0.6617
20,train upper maximum violation, 1.0245
20,train, 7.5303
20,train lower envelope, 7.5747
20,train lower cgs/total points, 3 ,404
20,train lower average violation, 0.9738
20,train lower maximum violation, 1.7917
21,test, 14.5953
21,test upper envelope, 14.5935
21,test upper cgs/total points, 2 ,101
21,test upper average violation, 1.4536
21,test upper maximum violation, 1.6358
21,test, 14.5953
21,test lower envelope, 14.7170
21,test lower cgs/total points, 2 ,101
21,test lower average violation, 1.4645
21,test lower maximum violation, 1.8907
21,train, 7.5528
21,train upper envelope, 7.6051
21,train upper cgs/total points, 14 ,404
21,train upper average violation, 0.6712
21,train upper maximum violation, 1.1523
21,train, 7.5528
21,train lower envelope, 7.5685
21,train lower cgs/total points, 13 ,404
21,train lower average violation, 0.6937
21,train lower maximum violation, 1.8375
22,test, 13.7255
22,test upper envelope, 13.7174
22,test upper cgs/total points, 2 ,101
22,test upper average violation, 1.6173
22,test upper maximum violation, 1.8637
22,test, 13.7255
22,test lower envelope, 13.8511
22,test lower cgs/total points, 2 ,101
22,test lower average violation, 1.4279
22,test lower maximum violation, 1.8845
22,train, 9.0669
22,train upper envelope, 9.0945
22,train upper cgs/total points, 12 ,404
22,train upper average violation, 0.8434
22,train upper maximum violation, 1.2781
22,train, 9.0669
22,train lower envelope, 9.0999
22,train lower cgs/total points, 12 ,404
22,train lower average violation, 0.7306
22,train lower maximum violation, 1.8143
23,test, 15.1784
23,test upper envelope, 15.3111
23,test upper cgs/total points, 2 ,101
23,test upper average violation, 1.1858
23,test upper maximum violation, 1.4630
23,test, 15.1784
23,test lower envelope, 15.1697
23,test lower cgs/total points, 2 ,101
23,test lower average violation, 0.9981
23,test lower maximum violation, 1.3089
23,train, 8.9312
23,train upper envelope, 9.0643
23,train upper cgs/total points, 12 ,404
23,train upper average violation, 0.8667
23,train upper maximum violation, 1.3521
23,train, 8.9312
23,train lower envelope, 8.9014
23,train lower cgs/total points, 11 ,404
23,train lower average violation, 0.8333
23,train lower maximum violation, 2.1143
24,test, 15.0056
24,test upper envelope, 15.1521
24,test upper cgs/total points, 6 ,101
24,test upper average violation, 0.3051
24,test upper maximum violation, 1.5487
24,test, 15.0056
24,test lower envelope, 14.9560
24,test lower cgs/total points, 7 ,101
24,test lower average violation, 0.4070
24,test lower maximum violation, 1.4769
24,train, 8.6567
24,train upper envelope, 8.7340
24,train upper cgs/total points, 21 ,404
24,train upper average violation, 0.4183
24,train upper maximum violation, 1.6316
24,train, 8.6567
24,train lower envelope, 8.6873
24,train lower cgs/total points, 17 ,404
24,train lower average violation, 0.4696
24,train lower maximum violation, 2.2381
25,test, 13.5814
25,test upper envelope, 13.5885
25,test upper cgs/total points, 2 ,101
25,test upper average violation, 1.8288
25,test upper maximum violation, 2.2113
25,test, 13.5814
25,test lower envelope, 13.6931
25,test lower cgs/total points, 2 ,101
25,test lower average violation, 0.9013
25,test lower maximum violation, 1.7288
25,train, 7.5521
25,train upper envelope, 7.5427
25,train upper cgs/total points, 8 ,404
25,train upper average violation, 0.7033
25,train upper maximum violation, 1.1951
25,train, 7.5521
25,train lower envelope, 7.6308
25,train lower cgs/total points, 6 ,404
25,train lower average violation, 0.9287
25,train lower maximum violation, 2.0902
26,test, 18.7005
26,test upper envelope, 18.8046
26,test upper cgs/total points, 2 ,101
26,test upper average violation, 1.2371
26,test upper maximum violation, 1.3890
26,test, 18.7005
26,test lower envelope, 18.7243
26,test lower cgs/total points, 1 ,101
26,test lower average violation, 0.7046
26,test lower maximum violation, 0.7046
26,train, 10.8354
26,train upper envelope, 10.8618
26,train upper cgs/total points, 8 ,404
26,train upper average violation, 0.6578
26,train upper maximum violation, 1.1018
26,train, 10.8354
26,train lower envelope, 10.8854
26,train lower cgs/total points, 5 ,404
26,train lower average violation, 1.0694
26,train lower maximum violation, 2.1868
27,test, 12.5637
27,test upper envelope, 12.6602
27,test upper cgs/total points, 2 ,101
27,test upper average violation, 1.1960
27,test upper maximum violation, 1.5672
27,test, 12.5637
27,test lower envelope, 12.6559
27,test lower cgs/total points, 2 ,101
27,test lower average violation, 1.9417
27,test lower maximum violation, 2.6037
27,train, 6.8879
27,train upper envelope, 6.9087
27,train upper cgs/total points, 12 ,404
27,train upper average violation, 0.8954
27,train upper maximum violation, 1.4662
27,train, 6.8879
27,train lower envelope, 6.9407
27,train lower cgs/total points, 11 ,404
27,train lower average violation, 0.7952
27,train lower maximum violation, 2.2649
28,test, 14.7046
28,test upper envelope, 14.8742
28,test upper cgs/total points, 2 ,101
28,test upper average violation, 1.1307
28,test upper maximum violation, 1.5761
28,test, 14.7046
28,test lower envelope, 14.7263
28,test lower cgs/total points, 2 ,101
28,test lower average violation, 0.8543
28,test lower maximum violation, 1.4166
28,train, 7.5037
28,train upper envelope, 7.5941
28,train upper cgs/total points, 9 ,404
28,train upper average violation, 0.7109
28,train upper maximum violation, 1.3356
28,train, 7.5037
28,train lower envelope, 7.5156
28,train lower cgs/total points, 5 ,404
28,train lower average violation, 1.1541
28,train lower maximum violation, 2.2777
29,test, 16.1388
29,test upper envelope, 16.2862
29,test upper cgs/total points, 1 ,101
29,test upper average violation, 1.5330
29,test upper maximum violation, 1.5330
29,test, 16.1388
29,test lower envelope, 16.1201
29,test lower cgs/total points, 2 ,101
29,test lower average violation, 1.7509
29,test lower maximum violation, 2.2501
29,train, 7.9605
29,train upper envelope, 8.0410
29,train upper cgs/total points, 11 ,404
29,train upper average violation, 0.9719
29,train upper maximum violation, 1.4318
29,train, 7.9605
29,train lower envelope, 7.9773
29,train lower cgs/total points, 10 ,404
29,train lower average violation, 0.9150
29,train lower maximum violation, 2.2155
30,test, 16.6979
30,test upper envelope, 16.8679
30,test upper cgs/total points, 1 ,101
30,test upper average violation, 1.5729
30,test upper maximum violation, 1.5729
30,test, 16.6979
30,test lower envelope, 16.6887
30,test lower cgs/total points, 2 ,101
30,test lower average violation, 0.1615
30,test lower maximum violation, 0.1807
30,train, 9.3372
30,train upper envelope, 9.4436
30,train upper cgs/total points, 11 ,404
30,train upper average violation, 0.6834
30,train upper maximum violation, 1.1555
30,train, 9.3372
30,train lower envelope, 9.3461
30,train lower cgs/total points, 6 ,404
30,train lower average violation, 1.1508
30,train lower maximum violation, 2.2732
31,test, 17.2724
31,test upper envelope, 17.3089
31,test upper cgs/total points, 3 ,101
31,test upper average violation, 0.2303
31,test upper maximum violation, 0.2892
31,test, 17.2724
31,test lower envelope, 17.1972
31,test lower cgs/total points, 4 ,101
31,test lower average violation, 0.2251
31,test lower maximum violation, 0.3227
31,train, 10.2008
31,train upper envelope, 10.2176
31,train upper cgs/total points, 13 ,404
31,train upper average violation, 0.3530
31,train upper maximum violation, 1.1145
31,train, 10.2008
31,train lower envelope, 10.2528
31,train lower cgs/total points, 14 ,404
31,train lower average violation, 0.4066
31,train lower maximum violation, 1.9668
32,test, 15.2941
32,test upper envelope, 15.4917
32,test upper cgs/total points, 5 ,101
32,test upper average violation, 0.4677
32,test upper maximum violation, 1.4980
32,test, 15.2941
32,test lower envelope, 15.1856
32,test lower cgs/total points, 5 ,101
32,test lower average violation, 0.5593
32,test lower maximum violation, 1.5263
32,train, 7.1146
32,train upper envelope, 7.2443
32,train upper cgs/total points, 16 ,404
32,train upper average violation, 0.5515
32,train upper maximum violation, 1.3510
32,train, 7.1146
32,train lower envelope, 7.1054
32,train lower cgs/total points, 15 ,404
32,train lower average violation, 0.5265
32,train lower maximum violation, 2.0298
33,test, 20.8816
33,test upper envelope, 20.9703
33,test upper cgs/total points, 8 ,101
33,test upper average violation, 0.3653
33,test upper maximum violation, 1.5186
33,test, 20.8816
33,test lower envelope, 20.9545
33,test lower cgs/total points, 8 ,101
33,test lower average violation, 0.2314
33,test lower maximum violation, 1.3896
33,train, 9.7313
33,train upper envelope, 9.7395
33,train upper cgs/total points, 16 ,404
33,train upper average violation, 0.3228
33,train upper maximum violation, 1.2548
33,train, 9.7313
33,train lower envelope, 9.7841
33,train lower cgs/total points, 12 ,404
33,train lower average violation, 0.3945
33,train lower maximum violation, 1.9588
34,test, 17.2338
34,test upper envelope, 17.4124
34,test upper cgs/total points, 1 ,101
34,test upper average violation, 1.6396
34,test upper maximum violation, 1.6396
34,test, 17.2338
34,test lower envelope, 17.1903
34,test lower cgs/total points, 2 ,101
34,test lower average violation, 0.5235
34,test lower maximum violation, 0.6663
34,train, 6.9600
34,train upper envelope, 7.0507
34,train upper cgs/total points, 11 ,404
34,train upper average violation, 0.6070
34,train upper maximum violation, 1.4786
34,train, 6.9600
34,train lower envelope, 6.9774
34,train lower cgs/total points, 8 ,404
34,train lower average violation, 0.7721
34,train lower maximum violation, 2.3695
35,test, 17.9094
35,test upper envelope, 18.0799
35,test upper cgs/total points, 6 ,101
35,test upper average violation, 0.4186
35,test upper maximum violation, 1.5024
35,test, 17.9094
35,test lower envelope, 17.7746
35,test lower cgs/total points, 8 ,101
35,test lower average violation, 0.3673
35,test lower maximum violation, 1.1904
35,train, 8.3985
35,train upper envelope, 8.5295
35,train upper cgs/total points, 21 ,404
35,train upper average violation, 0.5520
35,train upper maximum violation, 1.4019
35,train, 8.3985
35,train lower envelope, 8.3879
35,train lower cgs/total points, 18 ,404
35,train lower average violation, 0.5096
35,train lower maximum violation, 2.1185
36,test, 16.7228
36,test upper envelope, 16.8759
36,test upper cgs/total points, 6 ,101
36,test upper average violation, 0.4283
36,test upper maximum violation, 1.5762
36,test, 16.7228
36,test lower envelope, 16.6909
36,test lower cgs/total points, 7 ,101
36,test lower average violation, 0.3764
36,test lower maximum violation, 0.9400
36,train, 7.7648
36,train upper envelope, 7.8556
36,train upper cgs/total points, 23 ,404
36,train upper average violation, 0.5037
36,train upper maximum violation, 1.4215
36,train, 7.7648
36,train lower envelope, 7.7917
36,train lower cgs/total points, 19 ,404
36,train lower average violation, 0.5188
36,train lower maximum violation, 2.2582
37,test, 16.2131
37,test upper envelope, 16.3522
37,test upper cgs/total points, 7 ,101
37,test upper average violation, 0.3027
37,test upper maximum violation, 1.5358
37,test, 16.2131
37,test lower envelope, 16.1785
37,test lower cgs/total points, 7 ,101
37,test lower average violation, 0.1534
37,test lower maximum violation, 0.2344
37,train, 8.6198
37,train upper envelope, 8.6880
37,train upper cgs/total points, 21 ,404
37,train upper average violation, 0.4880
37,train upper maximum violation, 1.8595
37,train, 8.6198
37,train lower envelope, 8.6604
37,train lower cgs/total points, 17 ,404
37,train lower average violation, 0.4104
37,train lower maximum violation, 2.2195
38,test, 14.0806
38,test upper envelope, 14.2223
38,test upper cgs/total points, 6 ,101
38,test upper average violation, 0.4509
38,test upper maximum violation, 1.6150
38,test, 14.0806
38,test lower envelope, 14.1410
38,test lower cgs/total points, 6 ,101
38,test lower average violation, 0.3322
38,test lower maximum violation, 1.2390
38,train, 6.5072
38,train upper envelope, 6.5478
38,train upper cgs/total points, 24 ,404
38,train upper average violation, 0.4087
38,train upper maximum violation, 1.4564
38,train, 6.5072
38,train lower envelope, 6.5591
38,train lower cgs/total points, 20 ,404
38,train lower average violation, 0.3341
38,train lower maximum violation, 2.0394
39,test, 16.8270
39,test upper envelope, 17.0191
39,test upper cgs/total points, 9 ,101
39,test upper average violation, 0.2971
39,test upper maximum violation, 1.7953
39,test, 16.8270
39,test lower envelope, 16.7911
39,test lower cgs/total points, 9 ,101
39,test lower average violation, 0.3642
39,test lower maximum violation, 1.5299
39,train, 8.5738
39,train upper envelope, 8.7391
39,train upper cgs/total points, 29 ,404
39,train upper average violation, 0.5366
39,train upper maximum violation, 2.0127
39,train, 8.5738
39,train lower envelope, 8.5416
39,train lower cgs/total points, 27 ,404
39,train lower average violation, 0.4464
39,train lower maximum violation, 2.4644
40,test, 17.1104
40,test upper envelope, 17.2450
40,test upper cgs/total points, 9 ,101
40,test upper average violation, 0.5363
40,test upper maximum violation, 1.7591
40,test, 17.1104
40,test lower envelope, 17.0705
40,test lower cgs/total points, 9 ,101
40,test lower average violation, 0.3671
40,test lower maximum violation, 0.6480
40,train, 7.3478
40,train upper envelope, 7.3929
40,train upper cgs/total points, 27 ,404
40,train upper average violation, 0.4030
40,train upper maximum violation, 1.4722
40,train, 7.3478
40,train lower envelope, 7.4126
40,train lower cgs/total points, 25 ,404
40,train lower average violation, 0.4130
40,train lower maximum violation, 2.1717
