model
stringclasses
13 values
model_display
stringclasses
13 values
tier
stringclasses
6 values
K
float64
0.5
6.5
rho
float64
0.05
0.5
N
int64
8
32
epsilon
float64
0.03
3.25
test_mse_mean
float64
0.13
1.02
test_mse_std
float64
0
0.26
test_mse_count
int64
3
3
test_mae_mean
float64
0.17
0.87
test_mae_std
float64
0
0.2
test_mae_count
int64
3
3
ar_vpt_mean
float64
0.48
31.1
ar_vpt_std
float64
0
5.94
ar_vpt_count
int64
3
3
ar_vpt_std_mean
float64
0.37
35.1
ar_vpt_std_std
float64
0
11
ar_vpt_std_count
int64
3
3
best_val_mse_mean
float64
0.13
1.02
best_val_mse_std
float64
0
0.26
best_val_mse_count
int64
3
3
train_time_s_mean
float64
107
22.1k
train_time_s_std
float64
0.01
9.56k
train_time_s_count
int64
3
3
dlinear
DLinear
1-Local
0.5
0.1
32
0.05
0.804383
0.000032
3
0.667965
0.000534
3
17.533333
0.246644
3
25.393705
0.045808
3
0.784956
0.000046
3
692.900228
37.753517
3
dlinear
DLinear
1-Local
0.5
0.15
8
0.075
0.784624
0.000049
3
0.660996
0.000613
3
3.25
0.264575
3
3.678864
0.400233
3
0.775088
0.000132
3
1,090.032894
342.786148
3
dlinear
DLinear
1-Local
0.5
0.15
16
0.075
0.824206
0.000049
3
0.682976
0.000688
3
5.216667
0.361709
3
6.093655
0.157514
3
0.810923
0.000028
3
599.134845
61.411951
3
dlinear
DLinear
1-Local
0.5
0.15
32
0.075
0.82517
0.000111
3
0.684188
0.000079
3
23.45
0
3
29.141851
0
3
0.820445
0.000033
3
1,347.112373
433.641686
3
dlinear
DLinear
1-Local
0.5
0.2
8
0.1
0.841872
0.000104
3
0.702891
0.001016
3
4.15
0
3
3.305677
0
3
0.841728
0.000072
3
1,332.862836
629.958464
3
dlinear
DLinear
1-Local
0.5
0.2
16
0.1
0.828782
0.000012
3
0.693194
0.000492
3
5.316667
0.11547
3
5.748035
0.037234
3
0.846354
0.000018
3
648.735319
124.510623
3
dlinear
DLinear
1-Local
0.5
0.2
32
0.1
0.832
0.000072
3
0.695776
0.000606
3
9.916667
0.702377
3
15.847332
0.119878
3
0.819891
0.000081
3
1,302.064085
1,029.298147
3
dlinear
DLinear
1-Local
0.5
0.3
8
0.15
0.88882
0.000074
3
0.741388
0.001146
3
3.933333
0.23094
3
5.798518
0.236187
3
0.838215
0.000021
3
760.098027
45.452879
3
dlinear
DLinear
1-Local
0.5
0.3
16
0.15
0.881063
0.000157
3
0.735113
0.000225
3
6.75
0
3
8.251515
0
3
0.845066
0.000112
3
1,751.159239
933.678697
3
dlinear
DLinear
1-Local
0.5
0.3
32
0.15
0.860047
0.000071
3
0.72313
0.000365
3
8.283333
0.11547
3
8.629005
0.040712
3
0.883247
0.000074
3
1,034.013043
881.305213
3
dlinear
DLinear
1-Local
0.5
0.4
8
0.2
0.875673
0.00021
3
0.746795
0.000284
3
3.65
0
3
3.664355
0
3
0.90474
0.000146
3
1,957.312288
1,207.140295
3
dlinear
DLinear
1-Local
0.5
0.4
16
0.2
0.902401
0.000025
3
0.760494
0.000084
3
6.05
0
3
7.632005
0
3
0.888979
0.000011
3
633.04698
204.767274
3
dlinear
DLinear
1-Local
0.5
0.4
32
0.2
0.903146
0.000015
3
0.761829
0.000366
3
6.083333
0.028868
3
6.782994
0.015205
3
0.906569
0.000009
3
760.111488
170.566871
3
dlinear
DLinear
1-Local
0.5
0.5
8
0.25
0.911477
0.000112
3
0.777172
0.000549
3
2.816667
0.028868
3
2.91817
0.013124
3
0.90711
0.000121
3
1,100.532146
511.596854
3
dlinear
DLinear
1-Local
0.5
0.5
16
0.25
0.903624
0.000036
3
0.772415
0.000784
3
3.6
0.086603
3
5.218572
0.047586
3
0.922102
0.000019
3
626.962861
180.344606
3
dlinear
DLinear
1-Local
0.5
0.5
32
0.25
0.918848
0.000094
3
0.780948
0.000068
3
5.1
0.086603
3
4.368441
0.050877
3
0.915958
0.00008
3
1,179.896992
598.273539
3
dlinear
DLinear
1-Local
0.97
0.05
8
0.0485
0.856645
0.000084
3
0.727721
0.000263
3
7.133333
0.11547
3
8.534239
0.812494
3
0.864966
0.000068
3
791.146855
26.352928
3
dlinear
DLinear
1-Local
0.97
0.05
16
0.0485
0.857869
0.00003
3
0.731958
0.000257
3
11.533333
0.057735
3
13.54793
0.019398
3
0.849031
0.00004
3
1,352.568755
104.866918
3
dlinear
DLinear
1-Local
0.97
0.05
32
0.0485
0.852609
0.000065
3
0.728468
0.00051
3
6.6
0.086603
3
5.111763
0.085566
3
0.847751
0.000046
3
793.648262
342.755304
3
dlinear
DLinear
1-Local
0.97
0.075
8
0.07275
0.87325
0.000026
3
0.743433
0.000347
3
2.3
0
3
2.968164
0
3
0.879527
0.000032
3
735.114789
23.003702
3
dlinear
DLinear
1-Local
0.97
0.075
16
0.07275
0.880637
0.0001
3
0.748118
0.000246
3
7.516667
0.189297
3
8.291067
0.161432
3
0.884909
0.000023
3
696.183205
29.939011
3
dlinear
DLinear
1-Local
0.97
0.075
32
0.07275
0.87917
0.00006
3
0.748012
0.000099
3
7.4
0
3
6.9383
0
3
0.883608
0.000044
3
700.608078
386.247607
3
dlinear
DLinear
1-Local
0.97
0.1
8
0.097
0.893824
0.000014
3
0.760283
0.000569
3
3.966667
0.028868
3
5.694871
0.012791
3
0.882182
0.000022
3
713.175955
90.824604
3
dlinear
DLinear
1-Local
0.97
0.1
16
0.097
0.896801
0.000168
3
0.762714
0.000113
3
4.2
0
3
5.075431
0
3
0.88477
0.000105
3
967.78168
665.738879
3
dlinear
DLinear
1-Local
0.97
0.1
32
0.097
0.894994
0.000039
3
0.76025
0.000432
3
5.5
0.05
3
6.543238
0.039337
3
0.893069
0.000003
3
513.417211
119.848223
3
dlinear
DLinear
1-Local
0.97
0.15
8
0.1455
0.923556
0.000126
3
0.786744
0.000398
3
3.95
0.132288
3
4.139648
0.314194
3
0.911138
0.000092
3
966.528643
325.829965
3
dlinear
DLinear
1-Local
0.97
0.15
16
0.1455
0.912689
0.000131
3
0.779196
0.000094
3
4.033333
0.057735
3
5.929845
0.019979
3
0.920892
0.000117
3
1,025.582394
683.424622
3
dlinear
DLinear
1-Local
0.97
0.15
32
0.1455
0.918434
0.000107
3
0.783013
0.000356
3
4.783333
0.11547
3
3.691347
0.046751
3
0.918191
0.000086
3
1,109.997441
625.112939
3
dlinear
DLinear
1-Local
0.97
0.2
8
0.194
0.935766
0.000057
3
0.800929
0.000434
3
3.666667
0.202073
3
3.330901
0.012337
3
0.936789
0.000013
3
707.599902
152.924026
3
dlinear
DLinear
1-Local
0.97
0.2
16
0.194
0.935111
0.000155
3
0.800982
0.000099
3
2.25
0
3
2.188036
0
3
0.943041
0.000126
3
961.476863
848.498175
3
dlinear
DLinear
1-Local
0.97
0.2
32
0.194
0.934509
0.000016
3
0.800512
0.000378
3
3.95
0
3
4.22463
0
3
0.939633
0.000016
3
573.934325
177.101898
3
dlinear
DLinear
1-Local
0.97
0.3
8
0.291
0.960065
0.000034
3
0.828164
0.000166
3
1.933333
0.11547
3
1.785116
0.006475
3
0.967624
0.000006
3
581.763476
92.008923
3
dlinear
DLinear
1-Local
0.97
0.3
16
0.291
0.962988
0.000141
3
0.829866
0.000193
3
1.9
0
3
2.487971
0
3
0.961634
0.000133
3
961.890879
868.056055
3
dlinear
DLinear
1-Local
0.97
0.3
32
0.291
0.964087
0.000095
3
0.830457
0.000195
3
2.3
0
3
1.417745
0
3
0.964609
0.000093
3
870.214682
666.072538
3
dlinear
DLinear
1-Local
0.97
0.4
8
0.388
0.974077
0.000018
3
0.843495
0.000069
3
2.116667
0.076376
3
2.549301
0.018622
3
0.97206
0.000017
3
639.533246
141.639653
3
dlinear
DLinear
1-Local
0.97
0.4
16
0.388
0.979424
0.000119
3
0.846559
0.000169
3
2.6
0.217945
3
3.407632
0.494534
3
0.978804
0.000124
3
914.137305
850.604782
3
dlinear
DLinear
1-Local
0.97
0.4
32
0.388
0.980008
0.00001
3
0.846457
0.00008
3
3.316667
0.028868
3
4.692082
0.017399
3
0.980658
0.000011
3
485.605692
114.250795
3
dlinear
DLinear
1-Local
0.97
0.5
8
0.485
0.987576
0.000093
3
0.854595
0.000057
3
1.416667
0.028868
3
1.2816
0.001689
3
0.982081
0.000095
3
992.464244
616.34364
3
dlinear
DLinear
1-Local
0.97
0.5
16
0.485
0.989224
0.000119
3
0.855397
0.000045
3
2.266667
0.057735
3
3.44382
0.012587
3
0.991545
0.000123
3
947.719696
842.772945
3
dlinear
DLinear
1-Local
0.97
0.5
32
0.485
0.987658
0.000018
3
0.854742
0.000027
3
3.133333
0.028868
3
2.912309
0.013648
3
0.989043
0.000013
3
577.390736
207.090764
3
dlinear
DLinear
1-Local
2
0.05
8
0.1
0.963958
0.000026
3
0.836017
0.000262
3
1.666667
0.028868
3
1.478751
0.049434
3
0.965602
0.000021
3
673.803221
144.718364
3
dlinear
DLinear
1-Local
2
0.05
16
0.1
0.964755
0.000139
3
0.836811
0.000104
3
2
0
3
2.408319
0
3
0.96496
0.000128
3
1,078.831815
635.30336
3
dlinear
DLinear
1-Local
2
0.05
32
0.1
0.963448
0.000037
3
0.835806
0.000068
3
2.9
0.173205
3
2.728435
0.196117
3
0.962147
0.000043
3
829.39351
406.680434
3
dlinear
DLinear
1-Local
2
0.075
8
0.15
0.972746
0.000107
3
0.842455
0.000187
3
1.833333
0.305505
3
1.905207
0.412648
3
0.971773
0.000106
3
861.97285
380.780931
3
dlinear
DLinear
1-Local
2
0.075
16
0.15
0.971636
0.000011
3
0.841782
0.000098
3
1.433333
0.144338
3
1.543804
0.269264
3
0.972722
0.000008
3
499.565235
65.332352
3
dlinear
DLinear
1-Local
2
0.075
32
0.15
0.972465
0.000086
3
0.842282
0.00014
3
1.6
0
3
1.907878
0
3
0.972638
0.00009
3
1,039.758449
850.376237
3
dlinear
DLinear
1-Local
2
0.1
8
0.2
0.978288
0.00017
3
0.84627
0.000013
3
1.45
0
3
1.564449
0
3
0.978233
0.000172
3
1,132
1,036.295067
3
dlinear
DLinear
1-Local
2
0.1
16
0.2
0.978857
0.000141
3
0.847096
0.000137
3
1.75
0
3
2.643388
0
3
0.980821
0.000122
3
1,340.462681
795.457535
3
dlinear
DLinear
1-Local
2
0.1
32
0.2
0.979011
0.000017
3
0.847272
0.000138
3
1.283333
0.104083
3
1.247429
0.098136
3
0.978669
0.000018
3
627.39643
168.172938
3
dlinear
DLinear
1-Local
2
0.15
8
0.3
0.985727
0.000188
3
0.852172
0.000068
3
1.733333
0.125831
3
1.726753
0.07063
3
0.986247
0.000173
3
1,268.932826
879.115958
3
dlinear
DLinear
1-Local
2
0.15
16
0.3
0.984796
0.000017
3
0.851817
0.00004
3
1.033333
0.028868
3
1.223729
0.035085
3
0.986686
0.000018
3
424.875098
36.8763
3
dlinear
DLinear
1-Local
2
0.15
32
0.3
0.984867
0.000005
3
0.851832
0.000109
3
1.4
0
3
1.240967
0
3
0.984694
0.000003
3
506.137888
146.491474
3
dlinear
DLinear
1-Local
2
0.2
8
0.4
0.987908
0.000156
3
0.855042
0.000061
3
1.7
0
3
1.552417
0
3
0.987934
0.000154
3
1,490.477189
850.189912
3
dlinear
DLinear
1-Local
2
0.2
16
0.4
0.988105
0.000027
3
0.854767
0.00002
3
1.05
0
3
1.32193
0
3
0.988103
0.000027
3
509.318515
94.119699
3
dlinear
DLinear
1-Local
2
0.2
32
0.4
0.988024
0.00001
3
0.854699
0.000073
3
1.066667
0.028868
3
1.222398
0.033389
3
0.98799
0.000006
3
527.369671
163.652435
3
dlinear
DLinear
1-Local
2
0.3
8
0.6
0.992399
0.000014
3
0.859043
0.00006
3
1.066667
0.11547
3
1.231027
0.082812
3
0.99277
0.00002
3
591.902598
181.556862
3
dlinear
DLinear
1-Local
2
0.3
16
0.6
0.992176
0.000009
3
0.858837
0.000057
3
1.7
0
3
2.282542
0
3
0.991971
0.000005
3
506.552015
127.077554
3
dlinear
DLinear
1-Local
2
0.3
32
0.6
0.992327
0.000008
3
0.85902
0.000092
3
0.65
0
3
1.235921
0
3
0.991794
0.000011
3
524.221416
117.315193
3
dlinear
DLinear
1-Local
2
0.4
8
0.8
0.996143
0.000009
3
0.862343
0.00003
3
0.966667
0.057735
3
1.340397
0.002155
3
0.995989
0.000005
3
692.305225
150.57811
3
dlinear
DLinear
1-Local
2
0.4
16
0.8
0.995826
0.000054
3
0.862151
0.000026
3
2.033333
0.028868
3
2.167501
0.020256
3
0.995426
0.000054
3
667.791751
420.72344
3
dlinear
DLinear
1-Local
2
0.4
32
0.8
0.995181
0.000013
3
0.861895
0.000052
3
0.85
0
3
0.90967
0
3
0.995765
0.000015
3
621.276216
158.854572
3
dlinear
DLinear
1-Local
2
0.5
8
1
0.997597
0.000175
3
0.863873
0.000076
3
0.6
0
3
0.8
0
3
0.997747
0.000174
3
1,858.197318
832.943848
3
dlinear
DLinear
1-Local
2
0.5
16
1
0.998445
0.000128
3
0.864395
0.000053
3
0.8
0
3
1.661325
0
3
0.998376
0.000127
3
979.192279
808.025639
3
dlinear
DLinear
1-Local
2
0.5
32
1
0.997961
0.00005
3
0.864093
0.000028
3
0.866667
0.028868
3
1.188432
0.062804
3
0.998302
0.000047
3
736.459435
470.650785
3
dlinear
DLinear
1-Local
6.5
0.05
8
0.325
0.998074
0.000181
3
0.864144
0.000062
3
0.833333
0.057735
3
1.126925
0.00767
3
0.995794
0.000183
3
1,179.555588
784.270156
3
dlinear
DLinear
1-Local
6.5
0.05
16
0.325
0.997545
0.000016
3
0.864033
0.00002
3
1.583333
0.152753
3
2.296751
0.358682
3
0.997511
0.000014
3
429.302213
31.888183
3
dlinear
DLinear
1-Local
6.5
0.05
32
0.325
0.997727
0.000008
3
0.864079
0.000021
3
1.166667
0.028868
3
1.00237
0.01955
3
0.998228
0.000008
3
437.349463
10.146176
3
dlinear
DLinear
1-Local
6.5
0.075
8
0.4875
0.99881
0.000006
3
0.864735
0.000008
3
0.783333
0.076376
3
1.030937
0.067113
3
0.999521
0.000007
3
730.59013
225.715335
3
dlinear
DLinear
1-Local
6.5
0.075
16
0.4875
0.998529
0.000132
3
0.864561
0.000078
3
0.9
0
3
0.829199
0.060366
3
0.998406
0.000126
3
981.375473
803.702561
3
dlinear
DLinear
1-Local
6.5
0.075
32
0.4875
0.999333
0.000017
3
0.865099
0.000023
3
1.383333
0.057735
3
1.549414
0.014947
3
0.997778
0.000017
3
444.920917
58.55598
3
dlinear
DLinear
1-Local
6.5
0.1
8
0.65
0.999739
0.000018
3
0.865134
0.000051
3
1.766667
0.028868
3
2.361767
0.024155
3
0.999443
0.000028
3
562.437635
44.672656
3
dlinear
DLinear
1-Local
6.5
0.1
16
0.65
0.998644
0.000125
3
0.864829
0.000026
3
1.05
0
3
1.359228
0
3
0.999797
0.000124
3
1,020.576755
707.568173
3
dlinear
DLinear
1-Local
6.5
0.1
32
0.65
0.99881
0.000013
3
0.864957
0.000011
3
0.8
0
3
0.927362
0
3
0.999444
0.000014
3
481.018202
173.971512
3
dlinear
DLinear
1-Local
6.5
0.15
8
0.975
0.99919
0.000102
3
0.865364
0.000047
3
1.35
0.1
3
2.356374
0.050001
3
0.998698
0.000101
3
970.808849
340.73688
3
dlinear
DLinear
1-Local
6.5
0.15
16
0.975
0.998765
0.000003
3
0.864944
0.000023
3
0.8
0
3
0.927362
0
3
0.999529
0.000005
3
488.414397
70.744763
3
dlinear
DLinear
1-Local
6.5
0.15
32
0.975
0.998609
0.000006
3
0.864985
0.000011
3
1.533333
0.028868
3
1.637513
0.018012
3
0.9998
0.000003
3
492.983381
134.99095
3
dlinear
DLinear
1-Local
6.5
0.2
8
1.3
0.999674
0.000088
3
0.865741
0.000013
3
1.266667
0.028868
3
1.208899
0.018589
3
0.998487
0.000084
3
998.250871
605.143665
3
dlinear
DLinear
1-Local
6.5
0.2
16
1.3
0.999604
0.000007
3
0.865623
0.000008
3
1
0.086603
3
1.445414
0.093102
3
0.999629
0.000007
3
544.581442
72.770741
3
dlinear
DLinear
1-Local
6.5
0.2
32
1.3
0.999639
0.000086
3
0.865693
0.000029
3
1.016667
0.028868
3
0.939321
0.016215
3
1.000067
0.000088
3
1,022.164651
702.966522
3
dlinear
DLinear
1-Local
6.5
0.3
8
1.95
0.99925
0.000174
3
0.865456
0.00005
3
1.066667
0.057735
3
1.629951
0.069938
3
1.001007
0.000174
3
1,118.673191
781.264401
3
dlinear
DLinear
1-Local
6.5
0.3
16
1.95
1.000811
0.000126
3
0.866446
0.000035
3
0.783333
0.028868
3
1.126558
0.007034
3
1.000305
0.000123
3
881.690018
679.584603
3
dlinear
DLinear
1-Local
6.5
0.3
32
1.95
0.999992
0.00009
3
0.866
0.000028
3
0.9
0
3
1.545962
0
3
1.000015
0.000089
3
907.963049
672.289609
3
dlinear
DLinear
1-Local
6.5
0.4
8
2.6
1.000777
0.000016
3
0.86652
0.000003
3
1.316667
0.028868
3
1.637539
0.038086
3
0.99917
0.000015
3
610.652951
128.78965
3
dlinear
DLinear
1-Local
6.5
0.4
16
2.6
1.001203
0.000008
3
0.866534
0.000003
3
0.866667
0.028868
3
1.309563
0.008281
3
1.000502
0.000013
3
425.121962
15.497295
3
dlinear
DLinear
1-Local
6.5
0.4
32
2.6
1.000837
0.000044
3
0.866405
0.000012
3
1.65
0
3
1.796524
0
3
1.000476
0.000047
3
790.547089
323.788622
3
dlinear
DLinear
1-Local
6.5
0.5
8
3.25
1.000894
0.000175
3
0.866403
0.000048
3
0.8
0.05
3
1.202589
0.1348
3
1.000149
0.000171
3
855.873013
219.348607
3
dlinear
DLinear
1-Local
6.5
0.5
16
3.25
0.99994
0.000013
3
0.865911
0.000001
3
1.366667
0.057735
3
1.759648
0.021402
3
1.000272
0.000014
3
453.702531
35.024846
3
dlinear
DLinear
1-Local
6.5
0.5
32
3.25
1.000085
0.000082
3
0.866078
0.000025
3
1.25
0
3
1.219631
0
3
0.999798
0.000086
3
566.358517
244.988586
3
dsformer
DSformer
3-Implicit
0.5
0.05
8
0.025
0.516117
0.001624
3
0.455329
0.001858
3
15.35
1.991858
3
13.377941
2.206761
3
0.528915
0.002292
3
6,671.347546
36.460367
3
dsformer
DSformer
3-Implicit
0.5
0.05
16
0.025
0.504538
0.009646
3
0.453537
0.002886
3
23.366667
2.322893
3
10.601906
2.074099
3
0.529274
0.011996
3
6,204.197565
30.665421
3
dsformer
DSformer
3-Implicit
0.5
0.05
32
0.025
0.495923
0.011077
3
0.447153
0.012484
3
30.466667
2.52306
3
13.602546
1.383339
3
0.515665
0.010747
3
6,254.656188
113.377561
3
dsformer
DSformer
3-Implicit
0.5
0.075
8
0.0375
0.583696
0.014427
3
0.506171
0.005912
3
15.8
1.040433
3
13.97914
2.633053
3
0.546862
0.017243
3
6,616.73034
15.248784
3
dsformer
DSformer
3-Implicit
0.5
0.075
16
0.0375
0.541704
0.010614
3
0.483024
0.007384
3
20.15
2.209638
3
14.501531
4.360866
3
0.573575
0.010041
3
6,133.009209
27.961755
3
dsformer
DSformer
3-Implicit
0.5
0.075
32
0.0375
0.556859
0.012485
3
0.490903
0.007509
3
24.9
0.304138
3
11.816916
2.476538
3
0.565337
0.01392
3
6,065.438941
99.335374
3
dsformer
DSformer
3-Implicit
0.5
0.1
8
0.05
0.58658
0.007216
3
0.515024
0.004844
3
14.633333
1.274101
3
11.064692
1.176383
3
0.620553
0.0072
3
6,739.868803
48.867046
3
dsformer
DSformer
3-Implicit
0.5
0.1
16
0.05
0.585079
0.000548
3
0.513638
0.002544
3
17.5
1.190588
3
9.54755
2.043019
3
0.58854
0.00086
3
5,991.55923
48.93179
3
dsformer
DSformer
3-Implicit
0.5
0.1
32
0.05
0.597434
0.004171
3
0.519812
0.003374
3
24.966667
0.748888
3
15.477686
0.670334
3
0.582309
0.003988
3
3,277.855452
7.073042
3
dsformer
DSformer
3-Implicit
0.5
0.15
8
0.075
0.629511
0.002905
3
0.548634
0.002477
3
8.083333
0.35473
3
6.392634
0.943447
3
0.626
0.003074
3
3,540.076806
27.498518
3
dsformer
DSformer
3-Implicit
0.5
0.15
16
0.075
0.66844
0.005392
3
0.570245
0.003983
3
11.616667
1.625064
3
8.185828
1.775409
3
0.655888
0.004802
3
3,222.404145
30.087628
3
dsformer
DSformer
3-Implicit
0.5
0.15
32
0.075
0.661513
0.004447
3
0.566619
0.002568
3
27.783333
2.465935
3
22.631068
6.586039
3
0.658144
0.004759
3
3,194.647419
8.286326
3