Back
Performance Table All
Double-click the row to see the hyperparameters.
Model
Fold
AUPRC
AUROC
ACC
ES
MAE
MSE
OSMAE
Dataset
Task
AdaCare
0
0.992280066
0.995043874
0.947976887
0.836452984
tjh
outcome
AdaCare
1
0.970929682
0.974267066
0.899999976
0.669747902
tjh
outcome
AdaCare
2
0.966641247
0.981564045
0.931428552
0.69596521
tjh
outcome
AdaCare
3
0.984912217
0.988275647
0.933774829
0.8004064
tjh
outcome
AdaCare
4
0.967427552
0.978075981
0.932203412
0.892980267
tjh
outcome
AdaCare
5
0.965587497
0.976363182
0.908571422
0.86408488
tjh
outcome
AdaCare
6
0.984327555
0.985603929
0.915032685
0.698593685
tjh
outcome
AdaCare
7
0.97430557
0.988395274
0.945054948
0.815498209
tjh
outcome
AdaCare
8
0.98529458
0.987758577
0.941860437
0.769843527
tjh
outcome
AdaCare
9
0.994683921
0.99721539
0.963855445
0.795747816
tjh
outcome
Agent
0
0.9872365
0.991787076
0.924855471
0.755689026
tjh
outcome
Agent
1
0.989581585
0.992574573
0.961111128
0.93433584
tjh
outcome
Agent
2
0.988094509
0.994053006
0.942857146
0.775397723
tjh
outcome
Agent
3
0.958921373
0.970418513
0.91390729
0.81501081
tjh
outcome
Agent
4
0.972706318
0.981530786
0.915254235
0.921143355
tjh
outcome
Agent
5
0.932803512
0.949234486
0.857142866
0.86408488
tjh
outcome
Agent
6
0.969770074
0.963483214
0.928104579
0.828430251
tjh
outcome
Agent
7
0.995966613
0.997865796
0.978021979
0.967143517
tjh
outcome
Agent
8
0.99616152
0.997326553
0.970930219
0.947064011
tjh
outcome
Agent
9
0.930726409
0.961670756
0.867469907
0.771918395
tjh
outcome
GRASP
0
0.964085281
0.976352274
0.884393036
0.687039661
tjh
outcome
GRASP
1
0.978565872
0.984893143
0.916666687
0.884122071
tjh
outcome
GRASP
2
0.973932564
0.989741266
0.937142849
0.748007201
tjh
outcome
GRASP
3
0.950922787
0.959054828
0.89403975
0.763895377
tjh
outcome
GRASP
4
0.947733641
0.967711926
0.903954804
0.883592571
tjh
outcome
GRASP
5
0.888926029
0.919957042
0.834285736
0.873793103
tjh
outcome
GRASP
6
0.973220289
0.978405893
0.90196079
0.714823256
tjh
outcome
GRASP
7
0.999751985
0.999866545
0.994505465
0.997472578
tjh
outcome
GRASP
8
0.989083886
0.992964745
0.947674394
0.855001422
tjh
outcome
GRASP
9
0.937853396
0.961343169
0.891566277
0.75489738
tjh
outcome
GRU
0
0.983364522
0.989946246
0.884393036
0.614352098
tjh
outcome
GRU
1
0.988713205
0.99219048
0.949999988
0.860946485
tjh
outcome
GRU
2
0.96152395
0.978739262
0.89142859
0.553534499
tjh
outcome
GRU
3
0.941264153
0.945887446
0.867549658
0.622719416
tjh
outcome
GRU
4
0.950743854
0.974355519
0.943502843
0.964326756
tjh
outcome
GRU
5
0.894459128
0.934595704
0.862857163
0.866026525
tjh
outcome
GRU
6
0.979600787
0.983497143
0.908496737
0.696275175
tjh
outcome
GRU
7
0.994486928
0.99719882
0.972527444
0.964616095
tjh
outcome
GRU
8
0.995132148
0.996060193
0.976744175
0.928651493
tjh
outcome
GRU
9
0.943565667
0.966257274
0.903614461
0.761705786
tjh
outcome
LSTM
0
0.973699689
0.982299566
0.907514453
0.676944166
tjh
outcome
LSTM
1
0.990857005
0.993598759
0.949999988
0.913091554
tjh
outcome
LSTM
2
0.974853992
0.989443898
0.931428552
0.720616679
tjh
outcome
LSTM
3
0.976928651
0.981601775
0.933774829
0.84421963
tjh
outcome
LSTM
4
0.941768885
0.965585947
0.920903981
0.939918747
tjh
outcome
LSTM
5
0.74514699
0.878391087
0.839999974
0.823310344
tjh
outcome
LSTM
6
0.977301776
0.978054762
0.921568632
0.867844923
tjh
outcome
LSTM
7
0.998511672
0.999199748
0.98901099
0.994945156
tjh
outcome
LSTM
8
0.996466815
0.997185826
0.988372087
0.953968705
tjh
outcome
LSTM
9
0.906962037
0.942833781
0.873493969
0.74468477
tjh
outcome
MLP
0
0.966533601
0.976777196
0.907514453
0.713287947
tjh
outcome
MLP
1
0.964971364
0.969658256
0.916666687
0.814595313
tjh
outcome
MLP
2
0.965772867
0.970413327
0.931428552
0.695965211
tjh
outcome
MLP
3
0.967435896
0.97582972
0.907284796
0.746856898
tjh
outcome
MLP
4
0.93263793
0.946717978
0.881355941
0.740899593
tjh
outcome
MLP
5
0.895637155
0.934058547
0.851428568
0.77476923
tjh
outcome
MLP
6
0.918251872
0.957162976
0.921568632
0.805245151
tjh
outcome
MLP
7
0.937836826
0.972722352
0.912087917
0.709346493
tjh
outcome
MLP
8
0.93120116
0.956170022
0.924418628
0.762938833
tjh
outcome
MLP
9
0.897553742
0.93579036
0.861445785
0.523411572
tjh
outcome
RETAIN
0
0.984920979
0.990087748
0.924855471
0.755689025
tjh
outcome
RETAIN
1
0.992580175
0.994494915
0.972222209
0.920816748
tjh
outcome
RETAIN
2
0.96809417
0.983050823
0.954285741
0.805527296
tjh
outcome
RETAIN
3
0.967197299
0.97582972
0.907284796
0.746856899
tjh
outcome
RETAIN
4
0.965299129
0.977411628
0.920903981
0.923020893
tjh
outcome
RETAIN
5
0.957072437
0.962530196
0.902857125
0.93204244
tjh
outcome
RETAIN
6
0.93884635
0.972436845
0.954248369
0.858570883
tjh
outcome
RETAIN
7
0.987475753
0.993330717
0.978021979
0.921649924
tjh
outcome
RETAIN
8
0.958587527
0.985999703
0.95348835
0.857302986
tjh
outcome
RETAIN
9
0.928776324
0.948894322
0.885542154
0.537028382
tjh
outcome
RNN
0
0.961054504
0.973378718
0.878612697
0.594161109
tjh
outcome
RNN
1
0.987602174
0.991422355
0.938888907
0.839702198
tjh
outcome
RNN
2
0.965771675
0.983794212
0.925714314
0.767180566
tjh
outcome
RNN
3
0.954515994
0.961940825
0.880794704
0.649494167
tjh
outcome
RNN
4
0.959641814
0.97515285
0.909604549
0.902367963
tjh
outcome
RNN
5
0.881154478
0.923717499
0.834285736
0.8213687
tjh
outcome
RNN
6
0.981457889
0.985077262
0.908496737
0.717141766
tjh
outcome
RNN
7
0.997867703
0.998799503
0.983516455
0.946924142
tjh
outcome
RNN
8
0.984995723
0.989728451
0.941860437
0.873413939
tjh
outcome
RNN
9
0.928760111
0.957903385
0.885542154
0.720855349
tjh
outcome
StageNet
0
0.973359585
0.982724428
0.890173435
0.616371197
tjh
outcome
StageNet
1
0.985525846
0.989886045
0.922222197
0.764381544
tjh
outcome
StageNet
2
0.960346103
0.98409164
0.931428552
0.720616679
tjh
outcome
StageNet
3
0.936216593
0.949314654
0.860927165
0.576472118
tjh
outcome
StageNet
4
0.930574358
0.960138142
0.926553667
0.958694138
tjh
outcome
StageNet
5
0.872403681
0.922508717
0.868571401
0.850493368
tjh
outcome
StageNet
6
0.976933718
0.982619345
0.908496737
0.717141765
tjh
outcome
StageNet
7
0.996680915
0.998132706
0.961538434
0.914067659
tjh
outcome
StageNet
8
0.992937624
0.994793892
0.95348835
0.878017069
tjh
outcome
StageNet
9
0.946073949
0.962817371
0.879518092
0.748088974
tjh
outcome
TCN
0
0.960984349
0.96799773
0.878612697
0.575989218
tjh
outcome
TCN
1
0.988655567
0.992190599
0.944444418
0.841633496
tjh
outcome
TCN
2
0.897408545
0.948409081
0.897142828
0.630227958
tjh
outcome
TCN
3
0.930844188
0.939754665
0.867549658
0.64462603
tjh
outcome
TCN
4
0.817837179
0.940340161
0.892655373
0.846041788
tjh
outcome
TCN
5
0.94530189
0.962127268
0.885714293
0.926217507
tjh
outcome
TCN
6
0.948993623
0.949087024
0.915032685
0.719460276
tjh
outcome
TCN
7
0.886794984
0.976657271
0.906593382
0.615831887
tjh
outcome
TCN
8
0.973220229
0.986070037
0.959302306
0.921746799
tjh
outcome
TCN
9
0.962649643
0.976412833
0.927710831
0.74468477
tjh
outcome
Transformer
0
0.96194613
0.973095477
0.890173435
0.670886869
tjh
outcome
Transformer
1
0.976796687
0.985021174
0.938888907
0.909228955
tjh
outcome
Transformer
2
0.842676461
0.949152529
0.89142859
0.676791845
tjh
outcome
Transformer
3
0.923790514
0.944083691
0.841059625
0.634889758
tjh
outcome
Transformer
4
0.969775558
0.977943063
0.909604549
0.919265816
tjh
outcome
Transformer
5
0.964852214
0.97005105
0.845714271
0.860201591
tjh
outcome
Transformer
6
0.793591857
0.935217679
0.90196079
0.777423029
tjh
outcome
Transformer
7
0.9995116
0.99973321
0.978021979
0.898903128
tjh
outcome
Transformer
8
0.991594791
0.992261231
0.982558131
0.95166714
tjh
outcome
Transformer
9
0.921967149
0.95954138
0.873493969
0.62213346
tjh
outcome
AdaCare
0
4.534991264
48.37368393
tjh
los
AdaCare
1
3.83591342
30.04351044
tjh
los
AdaCare
2
4.596141338
42.52069855
tjh
los
AdaCare
3
4.303908348
31.09845543
tjh
los
AdaCare
4
5.664106369
59.69169998
tjh
los
AdaCare
5
4.117722988
28.58575821
tjh
los
AdaCare
6
4.821515083
45.9250679
tjh
los
AdaCare
7
3.740258217
23.59209251
tjh
los
AdaCare
8
4.578953743
37.97480392
tjh
los
AdaCare
9
5.34057188
48.88261414
tjh
los
Agent
0
4.637290001
46.448452
tjh
los
Agent
1
4.096055031
31.43954468
tjh
los
Agent
2
4.270646095
37.97262573
tjh
los
Agent
3
4.490055561
34.34286118
tjh
los
Agent
4
5.829319
67.86441803
tjh
los
Agent
5
4.594695091
34.57094574
tjh
los
Agent
6
5.014258862
45.33602524
tjh
los
Agent
7
3.766483068
27.35274315
tjh
los
Agent
8
4.826336384
39.60691071
tjh
los
Agent
9
5.043291569
52.14700699
tjh
los
GRASP
0
4.345465183
44.91968918
tjh
los
GRASP
1
4.439731598
35.86991882
tjh
los
GRASP
2
4.702466965
47.35157394
tjh
los
GRASP
3
4.161705017
29.02502823
tjh
los
GRASP
4
5.502452374
63.40339661
tjh
los
GRASP
5
4.365643024
33.35342407
tjh
los
GRASP
6
4.613689899
46.21602249
tjh
los
GRASP
7
3.905465841
24.40627098
tjh
los
GRASP
8
4.521771908
32.91550446
tjh
los
GRASP
9
4.963666439
48.24103546
tjh
los
GRU
0
4.119437695
37.37352371
tjh
los
GRU
1
4.374666214
33.54853821
tjh
los
GRU
2
4.086186409
30.78133583
tjh
los
GRU
3
3.90432477
26.53364372
tjh
los
GRU
4
5.332283497
55.94213867
tjh
los
GRU
5
4.16241169
26.6353035
tjh
los
GRU
6
4.81896162
43.07015991
tjh
los
GRU
7
3.565297604
24.85786438
tjh
los
GRU
8
4.351318359
30.88341522
tjh
los
GRU
9
4.538956642
41.34786987
tjh
los
LSTM
0
4.648008347
45.84033585
tjh
los
LSTM
1
3.982717276
27.13524628
tjh
los
LSTM
2
4.256301403
32.65361786
tjh
los
LSTM
3
3.750746489
22.95224762
tjh
los
LSTM
4
5.645769119
64.11525726
tjh
los
LSTM
5
4.35432148
32.53208923
tjh
los
LSTM
6
4.96961689
44.74045944
tjh
los
LSTM
7
3.579944611
23.7105484
tjh
los
LSTM
8
4.835509777
35.79536438
tjh
los
LSTM
9
4.856011391
44.3117981
tjh
los
MLP
0
5.117321491
52.14683533
tjh
los
MLP
1
4.710276127
38.64787674
tjh
los
MLP
2
5.041789055
50.2433548
tjh
los
MLP
3
4.667048454
36.10883331
tjh
los
MLP
4
5.881866932
60.25375366
tjh
los
MLP
5
4.923348904
37.09729767
tjh
los
MLP
6
5.242996216
56.1367836
tjh
los
MLP
7
4.262665749
29.39599609
tjh
los
MLP
8
5.237204075
50.859478
tjh
los
MLP
9
5.683834553
61.20239639
tjh
los
RETAIN
0
4.59814024
53.72365952
tjh
los
RETAIN
1
4.098302364
32.73171616
tjh
los
RETAIN
2
4.336451054
34.98503876
tjh
los
RETAIN
3
4.656220436
36.47715378
tjh
los
RETAIN
4
5.887058258
64.98607635
tjh
los
RETAIN
5
3.903501987
23.22449684
tjh
los
RETAIN
6
4.835579872
58.88283157
tjh
los
RETAIN
7
3.995395184
23.54557991
tjh
los
RETAIN
8
4.88958025
35.66431427
tjh
los
RETAIN
9
5.243350983
48.00882339
tjh
los
RNN
0
4.508365631
47.56709671
tjh
los
RNN
1
4.129576206
31.03525925
tjh
los
RNN
2
4.585384846
41.38151169
tjh
los
RNN
3
4.201852798
31.09637833
tjh
los
RNN
4
5.505888939
59.9201088
tjh
los
RNN
5
4.345656395
33.02704239
tjh
los
RNN
6
4.536705494
41.77924728
tjh
los
RNN
7
3.906980991
25.78838348
tjh
los
RNN
8
4.78728199
40.85012054
tjh
los
RNN
9
5.157550335
45.77127075
tjh
los
StageNet
0
4.080935478
42.3742218
tjh
los
StageNet
1
3.387942553
25.10843086
tjh
los
StageNet
2
5.034586906
56.53474426
tjh
los
StageNet
3
4.638452053
32.56761932
tjh
los
StageNet
4
5.32790947
54.19014359
tjh
los
StageNet
5
4.104004383
29.46642303
tjh
los
StageNet
6
5.044718266
48.06184006
tjh
los
StageNet
7
3.58742547
19.83778191
tjh
los
StageNet
8
5.537283421
47.72396851
tjh
los
StageNet
9
5.234799385
61.12469864
tjh
los
TCN
0
4.310508728
40.80194092
tjh
los
TCN
1
4.183184147
32.42450714
tjh
los
TCN
2
4.560678482
43.56605911
tjh
los
TCN
3
4.349971771
28.74108124
tjh
los
TCN
4
5.85373497
66.68776703
tjh
los
TCN
5
4.291576385
30.07203674
tjh
los
TCN
6
5.010530472
49.0743866
tjh
los
TCN
7
3.960905313
33.15837479
tjh
los
TCN
8
5.143621445
45.47761154
tjh
los
TCN
9
5.270168781
62.9120369
tjh
los
Transformer
0
4.977617264
49.94842911
tjh
los
Transformer
1
4.094143867
31.4760685
tjh
los
Transformer
2
5.054273605
45.01930618
tjh
los
Transformer
3
4.81441927
38.59570313
tjh
los
Transformer
4
5.671036243
55.96166611
tjh
los
Transformer
5
5.315774441
45.9543457
tjh
los
Transformer
6
5.01510334
46.2394104
tjh
los
Transformer
7
4.767152309
34.54562378
tjh
los
Transformer
8
5.366858006
45.13053131
tjh
los
Transformer
9
5.285623074
45.90094757
tjh
los
AdaCare
0
0.976834476
0.985556543
0.872832358
0.555798228
4.098689079
42.76578522
6.7312603
tjh
multitask
AdaCare
1
0.980139077
0.985661268
0.933333337
0.803007521
3.462896109
27.64434052
4.504203796
tjh
multitask
AdaCare
2
0.915541649
0.950787902
0.885714293
0.575446916
4.47154808
38.36952591
5.839191437
tjh
multitask
AdaCare
3
0.971050978
0.980158687
0.91390729
0.749290966
3.969383001
30.90471458
5.861350536
tjh
multitask
AdaCare
4
0.978422701
0.984188199
0.915254235
0.785960534
5.701791763
59.01478577
4.262417793
tjh
multitask
AdaCare
5
0.932739735
0.95688957
0.879999995
0.854376657
4.427779198
31.41496849
6.202925682
tjh
multitask
AdaCare
6
0.986391842
0.988061726
0.941176474
0.833067272
4.500163078
42.38981628
4.272282124
tjh
multitask
AdaCare
7
0.989282131
0.993997693
0.950549424
0.81802563
3.880670309
27.10717583
4.457234383
tjh
multitask
AdaCare
8
0.986561179
0.988884211
0.965116262
0.944762446
4.534109592
35.52617264
4.243553162
tjh
multitask
AdaCare
9
0.938071847
0.965110481
0.897590339
0.6663881
5.036668777
53.41680908
6.033118248
tjh
multitask
Agent
0
0.98386389
0.989946127
0.93063581
0.794051906
4.243486404
43.63596344
4.861159325
tjh
multitask
Agent
1
0.992544293
0.994751036
0.961111128
0.899572461
3.577790976
26.08805847
3.642572403
tjh
multitask
Agent
2
0.982430339
0.988849282
0.948571444
0.778136775
4.66860199
39.33852386
4.05928421
tjh
multitask
Agent
3
0.961622179
0.971861541
0.920529783
0.839351493
4.260104656
27.92303276
5.726040363
tjh
multitask
Agent
4
0.97579062
0.981796443
0.903954804
0.917388277
5.675239563
61.16454697
4.248812199
tjh
multitask
Agent
5
0.900409102
0.931104004
0.851428568
0.827193633
4.100513935
27.7084713
7.006999969
tjh
multitask
Agent
6
0.970129073
0.973490119
0.921568632
0.80524515
4.62883091
43.01524734
5.668521881
tjh
multitask
Agent
7
0.997346342
0.998532772
0.967032969
0.939341877
3.785014391
26.2238369
3.460151672
tjh
multitask
Agent
8
0.996367097
0.997467279
0.970930219
0.947064011
4.507434368
34.06615448
3.94227314
tjh
multitask
Agent
9
0.949387431
0.96560204
0.909638584
0.826385644
4.625103474
46.304245
4.854878426
tjh
multitask
GRASP
0
0.985210836
0.99065423
0.924855471
0.755689026
4.300878525
44.99329758
4.979439259
tjh
multitask
GRASP
1
0.959860504
0.974139094
0.911111116
0.899572461
4.581373215
37.02127838
5.705523014
tjh
multitask
GRASP
2
0.96660912
0.986173093
0.920000017
0.690487107
4.101187706
33.99584198
4.084635258
tjh
multitask
GRASP
3
0.946147799
0.953282833
0.89403975
0.698175533
4.513025284
33.45640945
6.327754974
tjh
multitask
GRASP
4
0.970350146
0.980334818
0.909604549
0.8178787
5.423629761
59.48374557
3.995093107
tjh
multitask
GRASP
5
0.921744287
0.944533944
0.845714271
0.790302387
3.77298522
24.54940033
6.889144897
tjh
multitask
GRASP
6
0.963918805
0.973139048
0.849673212
0.487609265
4.488710403
39.19465637
7.500433445
tjh
multitask
GRASP
7
0.996473849
0.99799931
0.978021979
0.921649924
3.755641699
23.86016846
3.420176506
tjh
multitask
GRASP
8
0.987879157
0.990713418
0.941860437
0.811271691
4.671717167
38.99949265
4.965023994
tjh
multitask
GRASP
9
0.91885972
0.952661693
0.903614461
0.822981441
4.813000679
42.3022728
5.215912819
tjh
multitask
GRU
0
0.978003561
0.985414922
0.913294792
0.751650828
4.5216012
42.8751564
5.557748795
tjh
multitask
GRU
1
0.965292454
0.975163281
0.894444466
0.719961671
4.449538708
39.23271561
6.267569542
tjh
multitask
GRU
2
0.977936566
0.984835029
0.937142849
0.698704262
4.945986271
44.43503189
4.290325642
tjh
multitask
GRU
3
0.925729394
0.950216532
0.874172211
0.668966713
4.577746868
35.69680023
7.042615414
tjh
multitask
GRU
4
0.953254044
0.969572186
0.892655373
0.879837493
5.725385189
61.33503723
4.24879837
tjh
multitask
GRU
5
0.972916543
0.982406735
0.920000017
0.937867374
4.557535648
33.52901459
5.116920471
tjh
multitask
GRU
6
0.979389012
0.98437494
0.915032685
0.761193458
4.705985069
42.84240341
5.861295223
tjh
multitask
GRU
7
0.993952394
0.997065544
0.978021979
0.94439672
4.110546589
25.79262352
3.738495827
tjh
multitask
GRU
8
0.973465025
0.979879022
0.901162803
0.753732571
5.005997181
43.22342682
6.589907646
tjh
multitask
GRU
9
0.954504669
0.97117126
0.933734953
0.809364628
5.391202927
48.87345123
5.062189579
tjh
multitask
LSTM
0
0.960024893
0.96615696
0.895953774
0.654734078
4.135003567
43.81807709
6.108662128
tjh
multitask
LSTM
1
0.97940594
0.986429393
0.899999976
0.687129591
4.352192402
36.53588486
6.224199295
tjh
multitask
LSTM
2
0.980276644
0.991674125
0.942857146
0.775397724
4.25634861
36.95278549
3.941215754
tjh
multitask
LSTM
3
0.943181217
0.948773503
0.867549658
0.578906187
4.206389904
33.72080994
7.201670647
tjh
multitask
LSTM
4
0.956425428
0.97422266
0.926553667
0.941796286
5.351989746
60.00112915
3.939242125
tjh
multitask
LSTM
5
0.841706991
0.911630332
0.862857163
0.848551723
4.706566334
35.77355957
7.484419823
tjh
multitask
LSTM
6
0.976413608
0.980688214
0.90196079
0.673090075
4.83077383
45.81764984
6.128138065
tjh
multitask
LSTM
7
0.999751985
0.999866545
0.994505465
0.974725782
3.145431995
19.461092
2.492494106
tjh
multitask
LSTM
8
0.995938003
0.996623039
0.988372087
0.953968705
4.883730888
37.80880356
3.816410542
tjh
multitask
LSTM
9
0.877629399
0.929402113
0.819277108
0.74468477
4.758192539
42.54093933
8.001461029
tjh
multitask
MLP
0
0.887566626
0.904418051
0.630057812
0.816261995
4.638951302
41.85544205
14.68864441
tjh
multitask
MLP
1
0.972601891
0.976059437
0.933333337
0.855152589
4.668268204
37.26725006
5.270256042
tjh
multitask
MLP
2
0.962439835
0.969669998
0.931428552
0.671313741
4.752310753
40.39605331
4.791884899
tjh
multitask
MLP
3
0.937605858
0.935606122
0.89403975
0.676268918
4.728491306
35.98695374
7.147228241
tjh
multitask
MLP
4
0.876243532
0.935291052
0.887005627
0.759674985
5.715339184
58.65213013
5.107804775
tjh
multitask
MLP
5
0.920310497
0.94023639
0.868571401
0.815543765
4.681746006
37.34340286
6.973385334
tjh
multitask
MLP
6
0.897979319
0.90625
0.895424843
0.754237929
5.147696972
49.17607117
6.897799015
tjh
multitask
MLP
7
0.958448887
0.975723565
0.895604372
0.633523839
3.954704285
25.3461628
6.910441875
tjh
multitask
MLP
8
0.918512464
0.9432953
0.906976759
0.714605973
5.087003708
41.87108231
6.777749538
tjh
multitask
MLP
9
0.90893811
0.936445534
0.867469907
0.526815775
5.61776495
75.63136292
8.073811531
tjh
multitask
RETAIN
0
0.978359044
0.984423637
0.936416209
0.777899114
4.443993092
49.60371399
4.976038933
tjh
multitask
RETAIN
1
0.991601765
0.994622946
0.961111128
0.916954151
4.186071873
35.13848877
3.792743921
tjh
multitask
RETAIN
2
0.963573217
0.967885852
0.914285719
0.589142176
4.262196541
33.98777771
4.336575031
tjh
multitask
RETAIN
3
0.952457905
0.952200651
0.91390729
0.771197581
4.567577839
34.2233696
5.734571457
tjh
multitask
RETAIN
4
0.948647022
0.96425724
0.892655373
0.896735345
5.749228954
61.22740555
4.997748852
tjh
multitask
RETAIN
5
0.956269324
0.966424942
0.879999995
0.88932626
4.327798843
35.12337494
6.293925762
tjh
multitask
RETAIN
6
0.994292557
0.995435357
0.960784316
0.860889393
4.45498991
43.13537979
4.095621109
tjh
multitask
RETAIN
7
0.997008085
0.998399377
0.972527444
0.896375706
3.957220078
23.24927902
3.932718515
tjh
multitask
RETAIN
8
0.922977328
0.953989029
0.918604672
0.781351349
5.22394228
42.95482635
6.048151016
tjh
multitask
RETAIN
9
0.942421615
0.960032701
0.903614461
0.669792303
5.035877705
41.90691757
6.104928017
tjh
multitask
RNN
0
0.960026741
0.970263362
0.884393036
0.596180208
5.035840511
49.06864548
7.213102341
tjh
multitask
RNN
1
0.994467914
0.996159256
0.961111128
0.916954151
4.708099365
40.11138535
4.382678032
tjh
multitask
RNN
2
0.980741322
0.99107939
0.937142849
0.79731014
4.677852154
43.07965088
4.378434181
tjh
multitask
RNN
3
0.950883269
0.950216532
0.867549658
0.622719416
4.263802052
32.84811401
7.141188622
tjh
multitask
RNN
4
0.970037043
0.979006112
0.909604549
0.919265815
5.374440193
56.95582962
4.488792419
tjh
multitask
RNN
5
0.902947247
0.933924317
0.851428568
0.827193633
4.067719936
28.18552971
6.907632351
tjh
multitask
RNN
6
0.981365383
0.984901667
0.895424843
0.629038382
4.645602703
41.98086548
6.16601944
tjh
multitask
RNN
7
0.998064756
0.998932838
0.98901099
0.97219836
3.891841412
26.12633514
3.134890318
tjh
multitask
RNN
8
0.992132604
0.994090319
0.95348835
0.940159316
5.169743061
40.46015549
4.656779289
tjh
multitask
RNN
9
0.944307029
0.961507022
0.891566277
0.724259552
5.014073849
43.30081177
6.17839098
tjh
multitask
StageNet
0
0.965968013
0.975785971
0.838150263
0.43465229
4.299801826
45.67185211
8.090088844
tjh
multitask
StageNet
1
0.992469728
0.995007038
0.888888896
0.631121926
4.012443066
35.0623703
6.183671951
tjh
multitask
StageNet
2
0.957899153
0.98409164
0.828571439
0.227587292
4.388141155
36.08421707
6.843521118
tjh
multitask
StageNet
3
0.96190536
0.968614817
0.80794704
0.294120198
4.879430294
40.36646652
9.941926956
tjh
multitask
StageNet
4
0.983321905
0.988838673
0.926553667
0.806613465
5.017741203
55.32451248
3.655676842
tjh
multitask
StageNet
5
0.923760533
0.946548522
0.868571401
0.780594164
3.983191729
26.04910469
6.760251999
tjh
multitask
StageNet
6
0.96994102
0.976123571
0.80392158
0.304446967
4.588368893
41.83551788
9.314936638
tjh
multitask
StageNet
7
0.9995116
0.99973321
0.884615362
0.469241423
3.962585211
28.84984016
6.949562073
tjh
multitask
StageNet
8
0.971516728
0.983959496
0.895348847
0.627146511
4.76474762
41.22911072
6.565391541
tjh
multitask
StageNet
9
0.952853799
0.965929627
0.897590339
0.482561135
5.034734726
44.97772217
6.714595795
tjh
multitask
TCN
0
0.9643085
0.969272137
0.924855471
0.755689026
4.830015659
47.08504486
5.585667133
tjh
multitask
TCN
1
0.987412274
0.991678417
0.955555558
0.880259474
4.013005257
27.7384758
4.377447605
tjh
multitask
TCN
2
0.974288106
0.982307434
0.925714314
0.693226158
4.563257694
39.1586113
4.323559761
tjh
multitask
TCN
3
0.975425243
0.981060624
0.940397322
0.846653698
4.63893652
34.53761673
5.758499146
tjh
multitask
TCN
4
0.884026408
0.936353922
0.841807902
0.660165409
6.037707329
60.65296173
6.348025322
tjh
multitask
TCN
5
0.924138486
0.947354317
0.868571401
0.850493369
4.471201897
38.06015015
6.719733715
tjh
multitask
TCN
6
0.941645682
0.970856786
0.921568632
0.784378559
4.637210846
40.25167465
5.299194336
tjh
multitask
TCN
7
0.970452785
0.984126985
0.906593382
0.684072276
4.424790382
34.2196579
6.616176128
tjh
multitask
TCN
8
0.961414218
0.98424089
0.941860437
0.811271691
4.958552837
40.44764328
5.152413368
tjh
multitask
TCN
9
0.945997119
0.971335053
0.915662646
0.799152019
5.287695885
53.46615982
5.024168968
tjh
multitask
Transformer
0
0.943867922
0.955253482
0.867052019
0.535607239
4.793345928
46.5512352
7.077288628
tjh
multitask
Transformer
1
0.984769404
0.988605857
0.938888907
0.891847266
4.939954758
42.56121063
5.335440636
tjh
multitask
Transformer
2
0.840484738
0.946030319
0.879999995
0.622010802
5.093340397
52.65248871
5.444370747
tjh
multitask
Transformer
3
0.925455511
0.943362236
0.847682118
0.637323826
4.611305237
31.82784653
8.184181213
tjh
multitask
Transformer
4
0.799642324
0.940207243
0.887005627
0.928653512
5.575779915
58.00255585
5.150372505
tjh
multitask
Transformer
5
0.957295299
0.963604629
0.868571401
0.86796817
5.785076141
66.21504211
7.584900379
tjh
multitask
Transformer
6
0.947284102
0.956109524
0.823529422
0.394868861
5.367233276
50.17391586
9.563642502
tjh
multitask
Transformer
7
0.90060699
0.958516717
0.890109897
0.676490011
4.227715969
26.84012794
6.863873959
tjh
multitask
Transformer
8
0.98775214
0.988602817
0.970930219
0.947064011
5.130295277
42.28982162
4.490083694
tjh
multitask
Transformer
9
0.907818437
0.946764946
0.879518092
0.717451146
5.081739902
43.12317657
6.452693939
tjh
multitask
AdaCare
0
0.590974569
0.861351967
0.903682709
0.277981225
cdsl
outcome
AdaCare
1
0.465995938
0.83127439
0.889796257
0.10113268
cdsl
outcome
AdaCare
2
0.52472049
0.871825933
0.894993722
0.144082472
cdsl
outcome
AdaCare
3
0.532778323
0.848667383
0.897876799
0.191729573
cdsl
outcome
AdaCare
4
0.629992425
0.903322041
0.913286924
0.320775651
cdsl
outcome
AdaCare
5
0.577270746
0.858130991
0.908311903
0.230573254
cdsl
outcome
AdaCare
6
0.554620743
0.88781637
0.901230633
0.053272694
cdsl
outcome
AdaCare
7
0.539069653
0.865152478
0.890417755
0.214426805
cdsl
outcome
AdaCare
8
0.538271785
0.859541774
0.891753852
0.106955385
cdsl
outcome
AdaCare
9
0.578353226
0.871555746
0.889264584
0.104857209
cdsl
outcome
Agent
0
0.478221714
0.837734282
0.898988247
0.116487733
cdsl
outcome
Agent
1
0.377625316
0.810150087
0.870133996
0.04769492
cdsl
outcome
Agent
2
0.576510966
0.888737321
0.901448369
0.103307864
cdsl
outcome
Agent
3
0.579943717
0.862516165
0.909421146
0.180520756
cdsl
outcome
Agent
4
0.708716631
0.932333767
0.925126016
0.413453786
cdsl
outcome
Agent
5
0.576926827
0.865908563
0.908568978
0.178260955
cdsl
outcome
Agent
6
0.47716558
0.90662992
0.898513675
0.267696793
cdsl
outcome
Agent
7
0.581386805
0.873737872
0.897833049
0.261477551
cdsl
outcome
Agent
8
0.56776309
0.869707942
0.890618682
0.1281726
cdsl
outcome
Agent
9
0.492901891
0.828911841
0.880557895
0.056405418
cdsl
outcome
GRASP
0
0.60395813
0.867692053
0.909024715
0.126072453
cdsl
outcome
GRASP
1
0.394482136
0.789899588
0.888051987
-0.064908998
cdsl
outcome
GRASP
2
0.485238194
0.79472208
0.897670031
0.047253691
cdsl
outcome
GRASP
3
0.532408834
0.837045431
0.902074754
0.26304236
cdsl
outcome
GRASP
4
0.692713916
0.92690599
0.921446264
0.456486344
cdsl
outcome
GRASP
5
0.613031328
0.875415027
0.910625517
0.018351765
cdsl
outcome
GRASP
6
0.532527745
0.877180099
0.894598067
0.255576033
cdsl
outcome
GRASP
7
0.561362147
0.855334342
0.895443678
0.192295528
cdsl
outcome
GRASP
8
0.472889006
0.813705087
0.887780726
0.043223673
cdsl
outcome
GRASP
9
0.506309271
0.806315184
0.874049008
0.189445286
cdsl
outcome
GRU
0
0.605931044
0.882581294
0.909591258
0.308995933
cdsl
outcome
GRU
1
0.441906393
0.822301507
0.872988164
0.184685442
cdsl
outcome
GRU
2
0.574387372
0.884671092
0.902471662
0.142161612
cdsl
outcome
GRU
3
0.44942385
0.861097217
0.88504076
0.187228395
cdsl
outcome
GRU
4
0.679711819
0.928094864
0.919046462
0.417383263
cdsl
outcome
GRU
5
0.66100508
0.888658106
0.924764335
0.231762171
cdsl
outcome
GRU
6
0.513898432
0.903366029
0.88892442
0.191309843
cdsl
outcome
GRU
7
0.572301686
0.88315022
0.897503495
0.116055893
cdsl
outcome
GRU
8
0.563818216
0.851534724
0.895726919
0.226892702
cdsl
outcome
GRU
9
0.615982771
0.887499571
0.892476737
0.159709822
cdsl
outcome
LSTM
0
0.646387696
0.875731945
0.91558075
0.301852603
cdsl
outcome
LSTM
1
0.401567936
0.816413641
0.884642839
0.02879121
cdsl
outcome
LSTM
2
0.476851135
0.852250576
0.886177599
0.117801622
cdsl
outcome
LSTM
3
0.49398452
0.854762554
0.903043509
0.214058948
cdsl
outcome
LSTM
4
0.67557615
0.920680702
0.917686582
0.439905871
cdsl
outcome
LSTM
5
0.631772637
0.88395226
0.917052269
0.233545544
cdsl
outcome
LSTM
6
0.600742161
0.910256386
0.909701109
0.2045642
cdsl
outcome
LSTM
7
0.518336713
0.864989996
0.891900778
0.168944417
cdsl
outcome
LSTM
8
0.54774195
0.853674054
0.894024134
0.138020591
cdsl
outcome
LSTM
9
0.559759974
0.868940175
0.888588309
0.115147138
cdsl
outcome
MLP
0
0.433830351
0.814798176
0.895184159
-0.077376795
cdsl
outcome
MLP
1
0.430512637
0.801020205
0.889241278
-0.040113222
cdsl
outcome
MLP
2
0.499488443
0.870689094
0.894836247
-0.04861466
cdsl
outcome
MLP
3
0.480648756
0.820927203
0.89771533
0.059695007
cdsl
outcome
MLP
4
0.512256622
0.869612873
0.905367553
0.02922768
cdsl
outcome
MLP
5
0.515590966
0.838605404
0.904113114
-0.001661653
cdsl
outcome
MLP
6
0.495809227
0.874777019
0.892280638
-0.008290305
cdsl
outcome
MLP
7
0.457747161
0.827921569
0.888440311
-0.004097771
cdsl
outcome
MLP
8
0.493207276
0.827639461
0.887780726
0.002870931
cdsl
outcome
MLP
9
0.540580273
0.868634939
0.885460675
0.012247849
cdsl
outcome
RETAIN
0
0.608503461
0.870623171
0.912909746
0.149130035
cdsl
outcome
RETAIN
1
0.376593292
0.760856867
0.884801388
-0.06900071
cdsl
outcome
RETAIN
2
0.569148779
0.881802619
0.899086893
-0.003823709
cdsl
outcome
RETAIN
3
0.542748272
0.843767226
0.907160759
0.096233985
cdsl
outcome
RETAIN
4
0.656367898
0.901486754
0.921606243
0.277263889
cdsl
outcome
RETAIN
5
0.563683391
0.835957825
0.910197079
0.035690122
cdsl
outcome
RETAIN
6
0.449652642
0.829664946
0.890682459
-0.015527881
cdsl
outcome
RETAIN
7
0.591277778
0.883745074
0.901540756
0.181491283
cdsl
outcome
RETAIN
8
0.538768709
0.853230774
0.893780887
0.090942392
cdsl
outcome
RETAIN
9
0.556808412
0.840378881
0.886728644
-0.010600655
cdsl
outcome
RNN
0
0.603234529
0.868340969
0.905139625
0.259263894
cdsl
outcome
RNN
1
0.456831038
0.835362971
0.885832071
0.054323494
cdsl
outcome
RNN
2
0.529677272
0.872801065
0.89696157
0.139978817
cdsl
outcome
RNN
3
0.568532765
0.871490896
0.901106
0.234181864
cdsl
outcome
RNN
4
0.692044854
0.925368249
0.926805854
0.343873304
cdsl
outcome
RNN
5
0.657899857
0.899565995
0.919708669
0.255342336
cdsl
outcome
RNN
6
0.554566801
0.904999793
0.897714555
0.133409232
cdsl
outcome
RNN
7
0.550343275
0.861280441
0.897915483
0.092966175
cdsl
outcome
RNN
8
0.56394732
0.865647852
0.895402551
0.237381212
cdsl
outcome
RNN
9
0.579843342
0.876257539
0.883770049
0.215534712
cdsl
outcome
StageNet
0
0.472103179
0.822665095
0.89235127
0.291363664
cdsl
outcome
StageNet
1
0.437848181
0.80320704
0.880202949
0.047040246
cdsl
outcome
StageNet
2
0.557883978
0.885159433
0.900818646
0.236982222
cdsl
outcome
StageNet
3
0.580143809
0.868796468
0.907564402
0.349270817
cdsl
outcome
StageNet
4
0.658475399
0.922259808
0.913926899
0.373296456
cdsl
outcome
StageNet
5
0.636108816
0.872896671
0.912425041
0.260296152
cdsl
outcome
StageNet
6
0.54698801
0.908934236
0.899472594
0.229503318
cdsl
outcome
StageNet
7
0.565746248
0.869496107
0.895114124
0.202141332
cdsl
outcome
StageNet
8
0.595734239
0.875564098
0.894753933
0.165402809
cdsl
outcome
StageNet
9
0.606379509
0.879568338
0.89340657
0.237897077
cdsl
outcome
TCN
0
0.612135291
0.875634849
0.912343204
0.251849299
cdsl
outcome
TCN
1
0.452306628
0.816470385
0.88908267
-0.024073711
cdsl
outcome
TCN
2
0.517469049
0.881142259
0.894285262
0.038784447
cdsl
outcome
TCN
3
0.571043313
0.858382344
0.899087727
0.241507311
cdsl
outcome
TCN
4
0.658044338
0.91224885
0.911927044
0.320008924
cdsl
outcome
TCN
5
0.598430276
0.867416382
0.906598091
-0.044264473
cdsl
outcome
TCN
6
0.568642735
0.909003615
0.902029753
0.163231535
cdsl
outcome
TCN
7
0.531719625
0.876769483
0.892807126
0.167550321
cdsl
outcome
TCN
8
0.583553553
0.875748038
0.894916058
0.084857455
cdsl
outcome
TCN
9
0.615936399
0.867246151
0.898140311
0.148366593
cdsl
outcome
Transformer
0
0.460192025
0.829959691
0.881100774
0.186022165
cdsl
outcome
Transformer
1
0.32991147
0.786721349
0.855862975
-0.082667028
cdsl
outcome
Transformer
2
0.376268148
0.820516646
0.882714093
-0.157143221
cdsl
outcome
Transformer
3
0.365562618
0.839577675
0.884394944
-0.070839167
cdsl
outcome
Transformer
4
0.37587741
0.831095397
0.856731474
0.170209621
cdsl
outcome
Transformer
5
0.324805319
0.732214928
0.869837165
0.013992407
cdsl
outcome
Transformer
6
0.418818712
0.850532055
0.875419557
-0.136561085
cdsl
outcome
Transformer
7
0.459291816
0.817911923
0.883167148
-0.030846991
cdsl
outcome
Transformer
8
0.325804532
0.792471349
0.862563848
-0.067426108
cdsl
outcome
Transformer
9
0.397053599
0.831174374
0.864412487
-0.220855502
cdsl
outcome
AdaCare
0
3.77558279
29.01036263
cdsl
los
AdaCare
1
3.983917952
31.35965347
cdsl
los
AdaCare
2
4.009675503
36.62472534
cdsl
los
AdaCare
3
3.926419258
33.18496323
cdsl
los
AdaCare
4
3.681667566
25.7617836
cdsl
los
AdaCare
5
3.555735588
22.93149567
cdsl
los
AdaCare
6
3.686965704
24.83016014
cdsl
los
AdaCare
7
3.851480484
33.13857269
cdsl
los
AdaCare
8
3.828562737
29.76253319
cdsl
los
AdaCare
9
3.650918007
24.04603004
cdsl
los
Agent
0
3.718532801
28.04092216
cdsl
los
Agent
1
3.882312536
30.61659431
cdsl
los
Agent
2
4.141070843
39.55294037
cdsl
los
Agent
3
3.95865941
33.16056824
cdsl
los
Agent
4
3.620998144
25.58945274
cdsl
los
Agent
5
3.667802095
24.25292397
cdsl
los
Agent
6
3.687349319
25.70195389
cdsl
los
Agent
7
3.90396452
33.41176605
cdsl
los
Agent
8
3.865031481
31.56732368
cdsl
los
Agent
9
3.566438675
24.55116272
cdsl
los
GRASP
0
3.84612155
30.28695107
cdsl
los
GRASP
1
4.009120464
32.07069778
cdsl
los
GRASP
2
4.073999882
39.03330231
cdsl
los
GRASP
3
3.940085649
33.48365402
cdsl
los
GRASP
4
3.610307693
24.90413857
cdsl
los
GRASP
5
3.668722868
24.5844574
cdsl
los
GRASP
6
3.706877708
24.73716736
cdsl
los
GRASP
7
3.936437607
34.5951004
cdsl
los
GRASP
8
3.939373255
31.03329468
cdsl
los
GRASP
9
3.666014194
24.79209709
cdsl
los
GRU
0
3.671344757
28.12379646
cdsl
los
GRU
1
3.949965239
31.6078949
cdsl
los
GRU
2
4.025970459
37.23259354
cdsl
los
GRU
3
3.946133614
34.28209686
cdsl
los
GRU
4
3.607236624
25.65134621
cdsl
los
GRU
5
3.492584705
22.73114777
cdsl
los
GRU
6
3.665038824
24.58044243
cdsl
los
GRU
7
3.798497677
31.51098824
cdsl
los
GRU
8
3.754080772
28.47259903
cdsl
los
GRU
9
3.591398954
24.79685974
cdsl
los
LSTM
0
3.752542734
28.29973412
cdsl
los
LSTM
1
4.02176857
31.73600388
cdsl
los
LSTM
2
4.05068922
38.38367844
cdsl
los
LSTM
3
3.914212704
32.80366898
cdsl
los
LSTM
4
3.693129539
26.21765327
cdsl
los
LSTM
5
3.60039854
23.5982666
cdsl
los
LSTM
6
3.698976517
24.39338875
cdsl
los
LSTM
7
3.897326708
33.51478195
cdsl
los
LSTM
8
3.859258652
29.92757797
cdsl
los
LSTM
9
3.639942169
23.98026466
cdsl
los
MLP
0
4.036801815
31.95149422
cdsl
los
MLP
1
4.23342371
34.55040741
cdsl
los
MLP
2
4.27218771
40.52737427
cdsl
los
MLP
3
4.135466576
36.31327057
cdsl
los
MLP
4
3.938637972
28.21662331
cdsl
los
MLP
5
3.823523283
26.09719086
cdsl
los
MLP
6
3.91059494
26.68874359
cdsl
los
MLP
7
4.105417252
35.87949371
cdsl
los
MLP
8
4.139520645
33.85316849
cdsl
los
MLP
9
3.876416922
26.71132278
cdsl
los
RETAIN
0
3.80505085
29.1190834
cdsl
los
RETAIN
1
4.023320198
32.96110535
cdsl
los
RETAIN
2
4.063467979
38.07798386
cdsl
los
RETAIN
3
3.96402359
41.90589905
cdsl
los
RETAIN
4
3.71510911
26.33763313
cdsl
los
RETAIN
5
3.596921921
23.38099861
cdsl
los
RETAIN
6
3.72896409
26.38276672
cdsl
los
RETAIN
7
3.918964863
33.30139923
cdsl
los
RETAIN
8
3.825600863
29.39770889
cdsl
los
RETAIN
9
3.675169945
24.70508194
cdsl
los
RNN
0
3.922130346
30.1609726
cdsl
los
RNN
1
4.136327744
35.14600372
cdsl
los
RNN
2
4.268069744
40.1885643
cdsl
los
RNN
3
3.989213228
34.4678154
cdsl
los
RNN
4
3.772135019
26.29855347
cdsl
los
RNN
5
3.518815994
23.63493919
cdsl
los
RNN
6
3.728106022
25.4653492
cdsl
los
RNN
7
3.989914894
35.7238121
cdsl
los
RNN
8
3.915604115
30.70628357
cdsl
los
RNN
9
3.717992783
24.85480499
cdsl
los
StageNet
0
3.642837524
27.03495026
cdsl
los
StageNet
1
3.874001503
30.16773415
cdsl
los
StageNet
2
3.969259501
37.7225914
cdsl
los
StageNet
3
3.876089573
32.6524086
cdsl
los
StageNet
4
3.557878256
25.06731415
cdsl
los
StageNet
5
3.510977745
22.99871826
cdsl
los
StageNet
6
3.666094303
24.84239197
cdsl
los
StageNet
7
3.753402472
32.58699799
cdsl
los
StageNet
8
3.754644632
29.4849987
cdsl
los
StageNet
9
3.616027594
25.58845901
cdsl
los
TCN
0
3.706017017
28.34333038
cdsl
los
TCN
1
3.934519053
32.37508011
cdsl
los
TCN
2
4.018143654
38.19165802
cdsl
los
TCN
3
3.835260391
32.94245529
cdsl
los
TCN
4
3.61998105
26.83403587
cdsl
los
TCN
5
3.495568991
23.35802078
cdsl
los
TCN
6
3.614038467
24.57892227
cdsl
los
TCN
7
3.810690165
33.1736145
cdsl
los
TCN
8
3.827623606
30.52554321
cdsl
los
TCN
9
3.591501951
24.50370789
cdsl
los
Transformer
0
3.990714788
31.4007225
cdsl
los
Transformer
1
4.182071686
34.75726318
cdsl
los
Transformer
2
4.283438206
43.03352356
cdsl
los
Transformer
3
4.165806293
38.76106262
cdsl
los
Transformer
4
3.793016672
26.7191143
cdsl
los
Transformer
5
3.750963688
28.08114243
cdsl
los
Transformer
6
3.775541306
26.09772491
cdsl
los
Transformer
7
4.069431782
34.95632553
cdsl
los
Transformer
8
4.009622097
32.37366104
cdsl
los
Transformer
9
3.732484579
27.33880806
cdsl
los
AdaCare
0
0.585334063
0.861761093
0.907891572
0.027964705
3.661113501
28.26084328
4.359970093
cdsl
multitask
AdaCare
1
0.47936058
0.826102316
0.891223311
-0.00418799
3.988310099
33.49588013
4.397690782
cdsl
multitask
AdaCare
2
0.522440553
0.867506504
0.898142338
-0.022944992
4.067177773
39.31646347
4.539640991
cdsl
multitask
AdaCare
3
0.550657749
0.859499395
0.907402933
0.086966852
3.910883188
35.01427078
4.068984278
cdsl
multitask
AdaCare
4
0.619545162
0.89492631
0.915606737
0.127752109
3.830572605
31.3637886
4.243382994
cdsl
multitask
AdaCare
5
0.56748116
0.861481786
0.907197952
0.010821964
3.572245121
25.96720314
4.435676491
cdsl
multitask
AdaCare
6
0.534173191
0.883245766
0.895477057
-0.026776644
3.717759848
29.37073708
4.712889356
cdsl
multitask
AdaCare
7
0.514313877
0.862083137
0.890664935
-0.067616278
3.899815321
37.41922379
4.595522041
cdsl
multitask
AdaCare
8
0.554759026
0.869769454
0.885996938
-0.078875398
3.802402496
31.78330231
4.472920964
cdsl
multitask
AdaCare
9
0.578134954
0.873774886
0.888672888
0.001471781
3.669629574
28.53743172
4.518749221
cdsl
multitask
Agent
0
0.60096097
0.879802287
0.911695659
0.199042917
3.712366581
27.04636765
4.297755952
cdsl
multitask
Agent
1
0.419947237
0.800165296
0.878458738
0.045239893
4.057716846
33.15693283
4.889980158
cdsl
multitask
Agent
2
0.553144693
0.889758825
0.899401784
0.124611942
4.060389519
37.17318726
4.466125815
cdsl
multitask
Agent
3
0.583283663
0.882291377
0.908936799
0.228445068
4.037277222
33.82337952
4.173575878
cdsl
multitask
Agent
4
0.659623563
0.921581984
0.918806493
0.267008915
3.859345913
26.26596069
4.249304753
cdsl
multitask
Agent
5
0.589987457
0.880445242
0.911396742
0.075419729
3.603488922
22.74625587
4.391986847
cdsl
multitask
Agent
6
0.481225789
0.885381401
0.887086451
0.27484717
3.79298377
28.05563736
4.996311188
cdsl
multitask
Agent
7
0.556829035
0.881312251
0.891076863
0.208066241
3.819551706
32.54433823
4.351616594
cdsl
multitask
Agent
8
0.518054247
0.850640297
0.875050664
0.161079301
3.812934637
30.00197983
4.687144601
cdsl
multitask
Agent
9
0.583087683
0.888621807
0.890278935
0.151040354
3.473668575
23.67461967
4.421368223
cdsl
multitask
GRASP
0
0.568857789
0.853045642
0.904896796
0.170288757
3.840935469
29.69792175
4.382757928
cdsl
multitask
GRASP
1
0.371962935
0.755203664
0.880202949
-0.004515327
4.032635689
32.70194626
4.600945562
cdsl
multitask
GRASP
2
0.475327909
0.792639077
0.899401784
0.021671335
4.076056957
37.26973724
4.582015619
cdsl
multitask
GRASP
3
0.518125057
0.837843895
0.912973285
0.208233894
3.968858719
33.5443573
4.03887558
cdsl
multitask
GRASP
4
0.63134712
0.904386163
0.920726359
0.170976348
3.735335827
25.35281944
4.100833063
cdsl
multitask
GRASP
5
0.598199666
0.875719965
0.910539865
0.164489345
3.701577663
23.94121933
4.425772259
cdsl
multitask
GRASP
6
0.385285676
0.813533545
0.885488272
-0.021195863
3.894185305
28.15036392
4.94472463
cdsl
multitask
GRASP
7
0.549042702
0.829563856
0.900799215
0.085821432
3.975285769
33.97194672
4.436410904
cdsl
multitask
GRASP
8
0.460049331
0.795422256
0.888591588
-0.003534266
3.900640011
29.83579063
4.549717426
cdsl
multitask
GRASP
9
0.497509658
0.814941645
0.884446323
0.083467121
3.808538198
25.66688728
4.79903656
cdsl
multitask
GRU
0
0.518111408
0.844164491
0.892755985
0.227525811
4.012691021
32.20635223
4.731543678
cdsl
multitask
GRU
1
0.466668546
0.839850783
0.887417734
0.008087147
3.930713892
31.65690613
4.352642536
cdsl
multitask
GRU
2
0.534066737
0.888906658
0.89845717
0.207645459
3.940781116
36.31108856
4.494998149
cdsl
multitask
GRU
3
0.537707031
0.864972591
0.90699929
0.188993563
4.15817976
36.38615799
4.22633791
cdsl
multitask
GRU
4
0.626623034
0.917423964
0.905927539
0.418054149
4.015729904
30.8413372
4.454273542
cdsl
multitask
GRU
5
0.566732526
0.871513128
0.906512439
0.174099749
3.928932428
28.79396248
4.733050346
cdsl
multitask
GRU
6
0.581019878
0.906812012
0.903068542
0.155732359
3.925908804
27.9616127
4.636549098
cdsl
multitask
GRU
7
0.567642748
0.871674001
0.897915483
0.212945578
3.975832224
35.89554977
4.40810921
cdsl
multitask
GRU
8
0.46818462
0.815747559
0.87861836
0.132896433
4.303347588
37.12205505
4.954365295
cdsl
multitask
GRU
9
0.589221835
0.882805705
0.888334751
0.111987238
3.616576195
24.23177528
4.492151973
cdsl
multitask
LSTM
0
0.639762104
0.884223878
0.916390121
0.212425356
3.818963051
28.27964211
4.286419868
cdsl
multitask
LSTM
1
0.375527263
0.785998046
0.881947219
-0.126448348
4.01692009
31.84918022
4.580379486
cdsl
multitask
LSTM
2
0.421201944
0.82344532
0.885705292
-0.00530801
3.977798462
37.86748886
4.739990234
cdsl
multitask
LSTM
3
0.525355458
0.85744822
0.896019995
0.176196095
3.957753181
34.62097549
4.259341717
cdsl
multitask
LSTM
4
0.639647603
0.909694433
0.917286634
0.322979991
3.729885578
26.48402405
4.086931705
cdsl
multitask
LSTM
5
0.603654742
0.876273513
0.916795194
0.106628771
3.688206911
24.91522408
4.366800732
cdsl
multitask
LSTM
6
0.601064205
0.896548688
0.909461379
0.216074562
3.87867403
27.46349144
4.51976347
cdsl
multitask
LSTM
7
0.553939223
0.856193542
0.893219054
0.144460603
3.902869225
32.71899796
4.488312171
cdsl
multitask
LSTM
8
0.510331213
0.817795277
0.887537479
0.188541584
3.883697987
31.22237587
4.394000794
cdsl
multitask
LSTM
9
0.603272736
0.873399615
0.899070144
0.1930103
3.601822138
25.85293198
4.276247025
cdsl
multitask
MLP
0
0.436469465
0.812841296
0.892998815
0.038996175
4.089165688
31.94976044
5.022140503
cdsl
multitask
MLP
1
0.435060471
0.802338898
0.886942029
0.026745354
4.175071716
33.64497375
4.670795891
cdsl
multitask
MLP
2
0.476198226
0.865212083
0.891451538
-0.06808519
4.329297543
39.59668732
4.974506855
cdsl
multitask
MLP
3
0.488284886
0.824283361
0.897069514
0.07884708
4.149011135
35.28100204
4.582328827
cdsl
multitask
MLP
4
0.513769567
0.864986062
0.906007528
-0.001058039
3.904969215
27.93568039
4.598539756
cdsl
multitask
MLP
5
0.529734612
0.842793226
0.906426728
0.046489441
3.826890945
25.50751877
4.776443092
cdsl
multitask
MLP
6
0.488392055
0.876116097
0.892040908
-0.054854953
4.067325115
27.58184052
5.261683724
cdsl
multitask
MLP
7
0.448250473
0.825459898
0.887863576
-0.025880524
4.22504425
34.82088852
4.989711582
cdsl
multitask
MLP
8
0.484778106
0.823457539
0.884375274
-0.001932967
4.144480228
32.52038193
4.778827405
cdsl
multitask
MLP
9
0.539396644
0.871820211
0.884953499
0.006657257
3.878357887
26.60875893
4.907116279
cdsl
multitask
RETAIN
0
0.631098986
0.876295745
0.913800061
0.146869487
3.806773663
28.16724014
4.276072979
cdsl
multitask
RETAIN
1
0.449608266
0.822047591
0.889162004
0.031246237
4.000334263
32.6651268
4.389727051
cdsl
multitask
RETAIN
2
0.486286521
0.856250763
0.892947078
0.03651434
4.110991001
37.9458313
4.709471226
cdsl
multitask
RETAIN
3
0.604303658
0.879645824
0.913134754
0.203644457
3.968729734
33.62776566
4.007593155
cdsl
multitask
RETAIN
4
0.696028948
0.931298614
0.922246218
0.296144544
3.771730661
27.05505562
4.037150383
cdsl
multitask
RETAIN
5
0.557525992
0.844509661
0.910368443
0.131298776
3.567735434
23.69651413
4.286833763
cdsl
multitask
RETAIN
6
0.452438742
0.848434627
0.887406111
0.031123966
3.691803217
26.75300598
4.880454989
cdsl
multitask
RETAIN
7
0.545752704
0.8632828
0.892065585
0.071096291
4.049046516
33.29958725
4.77169496
cdsl
multitask
RETAIN
8
0.51383394
0.85446763
0.887861848
-0.006416605
3.855016708
30.840065
4.457224925
cdsl
multitask
RETAIN
9
0.587566197
0.842373669
0.89340657
0.06361647
3.543147326
25.15748024
4.28429434
cdsl
multitask
RNN
0
0.59556067
0.880869567
0.903844595
0.25618955
3.76933217
27.9355526
4.442667007
cdsl
multitask
RNN
1
0.459989995
0.833337128
0.891144037
0.070854011
4.013638496
30.97213173
4.423774242
cdsl
multitask
RNN
2
0.480060756
0.852265775
0.894285262
0.037998641
4.062387466
39.56607056
4.553972721
cdsl
multitask
RNN
3
0.533779144
0.85626471
0.902236223
0.21397069
3.925905228
34.06487656
4.10838747
cdsl
multitask
RNN
4
0.62736696
0.906852543
0.916006744
0.217075814
3.889862537
26.32498932
4.288854122
cdsl
multitask
RNN
5
0.530955195
0.875890672
0.90128535
-0.080724561
3.595278263
23.8330555
4.599856377
cdsl
multitask
RNN
6
0.534236431
0.902115703
0.899472594
0.101581336
3.776864052
25.50813103
4.68674649
cdsl
multitask
RNN
7
0.595220804
0.871668279
0.903435767
0.135660371
3.940780163
33.21203613
4.236036777
cdsl
multitask
RNN
8
0.536633968
0.847896457
0.893699825
0.131215069
3.969020605
29.25942802
4.442610741
cdsl
multitask
RNN
9
0.583471775
0.885783315
0.892392218
0.072123892
3.804772615
24.57250595
4.560545285
cdsl
multitask
StageNet
0
0.636752903
0.886431277
0.914528549
0.2787046
3.643296242
27.570467
4.093493462
cdsl
multitask
StageNet
1
0.459857762
0.81592387
0.889796257
0.053259648
3.957546473
31.3185463
4.435949528
cdsl
multitask
StageNet
2
0.513662994
0.861852705
0.896410584
0.11579345
4.028469086
38.05921936
4.57735188
cdsl
multitask
StageNet
3
0.585022688
0.868725836
0.910067022
0.260659383
3.9004879
33.48649216
3.987270742
cdsl
multitask
StageNet
4
0.601226926
0.896659851
0.909927189
0.264996256
3.657455921
26.3210659
4.106960847
cdsl
multitask
StageNet
5
0.599351048
0.890062988
0.912082255
0.193023327
3.492497683
23.31606102
4.166688712
cdsl
multitask
StageNet
6
0.542327762
0.901466846
0.900431514
0.16776592
3.708811522
27.21771622
4.422868903
cdsl
multitask
StageNet
7
0.560427666
0.860823154
0.894619763
0.174172278
3.854493618
33.21730423
4.288439468
cdsl
multitask
StageNet
8
0.529454529
0.83973366
0.888753772
0.164522094
3.940259457
32.65273285
4.487954498
cdsl
multitask
StageNet
9
0.602386534
0.870792389
0.899999976
0.192443139
3.605756998
26.17860794
4.23902962
cdsl
multitask
TCN
0
0.653648913
0.88946259
0.917766094
0.239190235
3.728146553
27.9448452
4.154323578
cdsl
multitask
TCN
1
0.470791966
0.83297646
0.888369143
-0.063108644
3.950012207
31.76572037
4.37949744
cdsl
multitask
TCN
2
0.571806729
0.895796299
0.902078092
0.077288948
4.048992634
36.91447067
4.470497087
cdsl
multitask
TCN
3
0.585207164
0.873700619
0.909178972
0.120681561
3.921804667
33.55418777
4.073154449
cdsl
multitask
TCN
4
0.689220607
0.926479578
0.924086094
0.324225923
3.73067379
26.40684319
3.90361619
cdsl
multitask
TCN
5
0.624598145
0.887298048
0.915424168
0.185295374
3.553890944
23.38023186
4.139372826
cdsl
multitask
TCN
6
0.599739075
0.916175365
0.909621239
0.153465167
3.741852522
26.01686287
4.428810295
cdsl
multitask
TCN
7
0.539982319
0.874007821
0.895526052
0.151605346
3.847646236
34.05986786
4.158464432
cdsl
multitask
TCN
8
0.574130893
0.867189467
0.894753933
0.117123635
3.871218204
29.54663277
4.303499071
cdsl
multitask
TCN
9
0.628930449
0.872772157
0.902197778
0.18798687
3.558544636
24.93185806
4.140299797
cdsl
multitask
Transformer
0
0.413609564
0.815303683
0.887575865
-0.220152955
3.820225239
29.91112328
5.064782619
cdsl
multitask
Transformer
1
0.374686897
0.832588613
0.882026494
-0.178658594
4.25163126
34.09169388
4.951992512
cdsl
multitask
Transformer
2
0.367437482
0.830978572
0.881375968
-0.278855864
4.339514732
39.42726135
5.147475386
cdsl
multitask
Transformer
3
0.331307292
0.800239503
0.886090279
-0.235794116
4.046284676
35.64491653
4.808725357
cdsl
multitask
Transformer
4
0.346029133
0.820138931
0.883369327
-0.233472185
3.901368856
27.52831841
5.043395996
cdsl
multitask
Transformer
5
0.313631326
0.781381726
0.880291343
-0.261935161
3.815115452
28.07453728
5.314534664
cdsl
multitask
Transformer
6
0.371908456
0.822514892
0.878296316
-0.253495903
3.821196556
26.82827759
5.297091007
cdsl
multitask
Transformer
7
0.335089356
0.823212385
0.873280048
-0.314981218
4.096458435
35.926754
5.3121562
cdsl
multitask
Transformer
8
0.323437303
0.783303738
0.86410445
-0.1869631
4.12519455
35.9497757
4.981447377
cdsl
multitask
Transformer
9
0.308133841
0.792966127
0.857988179
-0.235763745
3.81708312
26.84178734
5.360666418
cdsl
multitask
RNN-ta
0
0.958747387
0.970971465
0.884393036
0.614352098
tjh
outcome
RNN-ta
1
0.98842442
0.991934419
0.949999988
0.878328174
tjh
outcome
RNN-ta
2
0.972261012
0.986767709
0.937142849
0.821961609
tjh
outcome
RNN-ta
3
0.955280364
0.96374464
0.887417197
0.67383485
tjh
outcome
RNN-ta
4
0.955992937
0.972628295
0.898305058
0.881715032
tjh
outcome
RNN-ta
5
0.877561927
0.922105908
0.828571439
0.784477453
tjh
outcome
RNN-ta
6
0.981247127
0.984726071
0.915032685
0.740326867
tjh
outcome
RNN-ta
7
0.997851551
0.998799443
0.983516455
0.946924142
tjh
outcome
RNN-ta
8
0.988328218
0.991698384
0.95348835
0.919445234
tjh
outcome
RNN-ta
9
0.921134591
0.954791188
0.879518092
0.717451146
tjh
outcome
GRU-ta
0
0.984342277
0.990370989
0.907514453
0.695116057
tjh
outcome
GRU-ta
1
0.989095688
0.992318511
0.955555558
0.897641163
tjh
outcome
GRU-ta
2
0.96507442
0.981118083
0.89142859
0.553534499
tjh
outcome
GRU-ta
3
0.943054855
0.948051989
0.880794704
0.671400782
tjh
outcome
GRU-ta
4
0.947779655
0.972761095
0.943502843
0.964326756
tjh
outcome
GRU-ta
5
0.900789976
0.937684596
0.868571401
0.867968169
tjh
outcome
GRU-ta
6
0.984124482
0.986657321
0.928104579
0.78669707
tjh
outcome
GRU-ta
7
0.992536724
0.996265113
0.961538434
0.936814455
tjh
outcome
GRU-ta
8
0.996677756
0.997467279
0.988372087
0.953968705
tjh
outcome
GRU-ta
9
0.946488976
0.967239976
0.909638584
0.765109989
tjh
outcome
TCN-ta
0
0.963466942
0.970121801
0.878612697
0.575989218
tjh
outcome
TCN-ta
1
0.988484383
0.99219048
0.944444418
0.841633496
tjh
outcome
TCN-ta
2
0.953235924
0.975319624
0.908571422
0.660357532
tjh
outcome
TCN-ta
3
0.922321081
0.935606062
0.860927165
0.642191962
tjh
outcome
TCN-ta
4
0.820893764
0.941137433
0.898305058
0.864817179
tjh
outcome
TCN-ta
5
0.946048021
0.963201761
0.89142859
0.928159151
tjh
outcome
TCN-ta
6
0.910733461
0.954353869
0.921568632
0.742645377
tjh
outcome
TCN-ta
7
0.889175773
0.97865808
0.923076928
0.691654541
tjh
outcome
TCN-ta
8
0.973234653
0.986492157
0.965116262
0.924048364
tjh
outcome
TCN-ta
9
0.96291256
0.976904154
0.927710831
0.775322598
tjh
outcome
StageNet-ta
0
0.97529465
0.984140515
0.890173435
0.616371197
tjh
outcome
StageNet-ta
1
0.986738443
0.99065423
0.927777767
0.783694532
tjh
outcome
StageNet-ta
2
0.964232922
0.985429704
0.931428552
0.720616679
tjh
outcome
StageNet-ta
3
0.936263859
0.949494958
0.867549658
0.600812801
tjh
outcome
StageNet-ta
4
0.929239035
0.959075212
0.926553667
0.958694138
tjh
outcome
StageNet-ta
5
0.871828198
0.923180223
0.868571401
0.850493368
tjh
outcome
StageNet-ta
6
0.980722129
0.984901667
0.928104579
0.786697069
tjh
outcome
StageNet-ta
7
0.996653497
0.998132586
0.972527444
0.941869298
tjh
outcome
StageNet-ta
8
0.99430573
0.995778918
0.959302306
0.880318633
tjh
outcome
StageNet-ta
9
0.943507314
0.961670756
0.879518092
0.748088974
tjh
outcome
RNN-ta
0
0.647551417
0.883569777
0.913719118
0.290007336
cdsl
outcome
RNN-ta
1
0.456201077
0.834164262
0.891064763
0.014797555
cdsl
outcome
RNN-ta
2
0.527430415
0.876495957
0.897827446
0.128366349
cdsl
outcome
RNN-ta
3
0.57399404
0.871440828
0.907402933
0.192612157
cdsl
outcome
RNN-ta
4
0.674853981
0.924678743
0.917286634
0.410961923
cdsl
outcome
RNN-ta
5
0.642370343
0.898773849
0.917223632
0.274761296
cdsl
outcome
RNN-ta
6
0.556860745
0.8952142
0.901790023
0.10960371
cdsl
outcome
RNN-ta
7
0.57543087
0.868663967
0.899563313
0.147248795
cdsl
outcome
RNN-ta
8
0.579449117
0.869364917
0.894753933
0.177652749
cdsl
outcome
RNN-ta
9
0.586954951
0.878753841
0.883939147
0.26892891
cdsl
outcome
GRU-ta
0
0.614764452
0.887205541
0.911857545
0.354658986
cdsl
outcome
GRU-ta
1
0.45043388
0.828942776
0.880520105
0.155634286
cdsl
outcome
GRU-ta
2
0.579793096
0.887100518
0.901448369
0.178745255
cdsl
outcome
GRU-ta
3
0.5965662
0.878211319
0.909340441
0.204262266
cdsl
outcome
GRU-ta
4
0.66059494
0.919692278
0.915526748
0.389014361
cdsl
outcome
GRU-ta
5
0.558650792
0.857586384
0.90814054
0.216108111
cdsl
outcome
GRU-ta
6
0.560944498
0.912923694
0.902988672
0.241972877
cdsl
outcome
GRU-ta
7
0.587915778
0.883363724
0.902776659
0.142020935
cdsl
outcome
GRU-ta
8
0.571090579
0.862355113
0.895159304
0.26380265
cdsl
outcome
GRU-ta
9
0.594596744
0.880821764
0.887066782
0.207756498
cdsl
outcome
TCN-ta
0
0.639284015
0.882551074
0.910319686
0.33666503
cdsl
outcome
TCN-ta
1
0.477237314
0.831452847
0.893443286
0.043766876
cdsl
outcome
TCN-ta
2
0.552746296
0.886416376
0.899795353
0.114047214
cdsl
outcome
TCN-ta
3
0.551496804
0.844422102
0.900137246
0.251392252
cdsl
outcome
TCN-ta
4
0.683812499
0.919446111
0.917526603
0.357770232
cdsl
outcome
TCN-ta
5
0.59328711
0.870276928
0.908311903
0.004084774
cdsl
outcome
TCN-ta
6
0.56065166
0.904633403
0.899632394
0.255576033
cdsl
outcome
TCN-ta
7
0.537502408
0.882766366
0.895855665
0.175479243
cdsl
outcome
TCN-ta
8
0.569378018
0.86384058
0.888267279
0.272129407
cdsl
outcome
TCN-ta
9
0.605663538
0.873048246
0.891716003
0.34857458
cdsl
outcome
StageNet-ta
0
0.581416726
0.870450556
0.913800061
0.303932307
cdsl
outcome
StageNet-ta
1
0.453054845
0.817590952
0.880361557
0.055305505
cdsl
outcome
StageNet-ta
2
0.567314982
0.888468266
0.900110185
0.257413182
cdsl
outcome
StageNet-ta
3
0.571860194
0.86538291
0.907645106
0.299316563
cdsl
outcome
StageNet-ta
4
0.65722537
0.923643231
0.91520679
0.399844381
cdsl
outcome
StageNet-ta
5
0.654865503
0.892152727
0.919622958
0.252568199
cdsl
outcome
StageNet-ta
6
0.500721872
0.907021403
0.896036446
0.149628379
cdsl
outcome
StageNet-ta
7
0.609122396
0.888331056
0.902199864
0.284915793
cdsl
outcome
StageNet-ta
8
0.592621803
0.87828517
0.895078242
0.232737444
cdsl
outcome
StageNet-ta
9
0.631117344
0.88621068
0.899408281
0.218856657
cdsl
outcome
RETAIN-ta
0
0.982938349
0.988671839
0.913294792
0.715307046
tjh
outcome
RETAIN-ta
1
0.987531245
0.991678417
0.944444418
0.876396875
tjh
outcome
RETAIN-ta
2
0.929016232
0.982530475
0.942857146
0.750746253
tjh
outcome
RETAIN-ta
3
0.968883812
0.977453113
0.91390729
0.771197581
tjh
outcome
RETAIN-ta
4
0.962862134
0.976680875
0.915254235
0.921143354
tjh
outcome
RETAIN-ta
5
0.938237965
0.952457666
0.897142828
0.930100796
tjh
outcome
RETAIN-ta
6
0.942280948
0.9757725
0.960784316
0.881755984
tjh
outcome
RETAIN-ta
7
0.998619735
0.999199569
0.98901099
0.97219836
tjh
outcome
RETAIN-ta
8
0.954318762
0.983466983
0.95348835
0.857302986
tjh
outcome
RETAIN-ta
9
0.934797168
0.953808308
0.903614461
0.608516648
tjh
outcome
RETAIN-ta
0
0.628077209
0.875784099
0.91558075
0.145603581
cdsl
outcome
RETAIN-ta
1
0.462782681
0.820916057
0.887417734
0.012506196
cdsl
outcome
RETAIN-ta
2
0.534160912
0.870688558
0.898142338
0.003772417
cdsl
outcome
RETAIN-ta
3
0.545194447
0.853467882
0.906353414
0.149365541
cdsl
outcome
RETAIN-ta
4
0.62558651
0.898953378
0.916966617
0.222538744
cdsl
outcome
RETAIN-ta
5
0.472334772
0.806294799
0.900771201
0.068484386
cdsl
outcome
RETAIN-ta
6
0.449794888
0.839900017
0.891641378
0.001214464
cdsl
outcome
RETAIN-ta
7
0.598897338
0.875127435
0.906731486
0.111699343
cdsl
outcome
RETAIN-ta
8
0.568531394
0.863392949
0.897186399
0.149069556
cdsl
outcome
RETAIN-ta
9
0.544556081
0.838284492
0.891124249
0.035906583
cdsl
outcome
Agent-ta
0
0.990423322
0.994194329
0.93063581
0.775880016
tjh
outcome
Agent-ta
1
0.993395269
0.995519102
0.966666639
0.953648829
tjh
outcome
Agent-ta
2
0.981201231
0.991674185
0.948571444
0.802788244
tjh
outcome
Agent-ta
3
0.957727432
0.97023809
0.927152336
0.863692176
tjh
outcome
Agent-ta
4
0.962185979
0.980733454
0.915254235
0.921143355
tjh
outcome
Agent-ta
5
0.919202507
0.937281787
0.834285736
0.803893899
tjh
outcome
Agent-ta
6
0.971518755
0.965941012
0.934640527
0.851615352
tjh
outcome
Agent-ta
7
0.997179151
0.998399317
0.961538434
0.936814455
tjh
outcome
Agent-ta
8
0.996706963
0.997748733
0.970930219
0.947064011
tjh
outcome
Agent-ta
9
0.946228027
0.968222797
0.873493969
0.74468477
tjh
outcome
Agent-ta
0
0.51869601
0.866066992
0.901578307
0.182043602
cdsl
outcome
Agent-ta
1
0.38536483
0.814814448
0.872671068
0.091558074
cdsl
outcome
Agent-ta
2
0.56989938
0.892268896
0.8980636
0.117626998
cdsl
outcome
Agent-ta
3
0.567360461
0.8649804
0.900944531
0.253863487
cdsl
outcome
Agent-ta
4
0.659924507
0.931754589
0.923606098
0.396969154
cdsl
outcome
Agent-ta
5
0.536069274
0.855953455
0.904027402
0.189060274
cdsl
outcome
Agent-ta
6
0.459740102
0.898035824
0.890922189
0.284526338
cdsl
outcome
Agent-ta
7
0.544808984
0.881467581
0.89832741
0.179661531
cdsl
outcome
Agent-ta
8
0.56655395
0.866926312
0.889159143
0.153393064
cdsl
outcome
Agent-ta
9
0.497499347
0.834139884
0.880896032
0.085897812
cdsl
outcome
AdaCare-ta
0
0.994201183
0.99631834
0.959537566
0.876834964
tjh
outcome
AdaCare-ta
1
0.971803308
0.973626852
0.922222197
0.746999855
tjh
outcome
AdaCare-ta
2
0.974372864
0.987659931
0.948571444
0.778136775
tjh
outcome
AdaCare-ta
3
0.984104037
0.988095224
0.933774829
0.8004064
tjh
outcome
AdaCare-ta
4
0.969428241
0.979404688
0.937853098
0.911755659
tjh
outcome
AdaCare-ta
5
0.96335417
0.975288749
0.908571422
0.881559681
tjh
outcome
AdaCare-ta
6
0.978817582
0.979986012
0.921568632
0.721778786
tjh
outcome
AdaCare-ta
7
0.99042654
0.995864987
0.983516455
0.969670939
tjh
outcome
AdaCare-ta
8
0.987662435
0.989587784
0.959302306
0.838890469
tjh
outcome
AdaCare-ta
9
0.996607363
0.998198152
0.97590363
0.925107533
tjh
outcome
AdaCare-ta
0
0.598831296
0.866683722
0.906758368
0.277348272
cdsl
outcome
AdaCare-ta
1
0.450613558
0.830859125
0.88908267
0.05252314
cdsl
outcome
AdaCare-ta
2
0.516063452
0.87342155
0.889798462
0.149321179
cdsl
outcome
AdaCare-ta
3
0.538682401
0.852655351
0.898038268
0.193494741
cdsl
outcome
AdaCare-ta
4
0.656161606
0.911750197
0.912247002
0.39112286
cdsl
outcome
AdaCare-ta
5
0.577023447
0.861642301
0.907712102
0.24147165
cdsl
outcome
AdaCare-ta
6
0.554899096
0.885961533
0.900990903
0.076555018
cdsl
outcome
AdaCare-ta
7
0.5379287
0.867961466
0.889264226
0.249279209
cdsl
outcome
AdaCare-ta
8
0.546194911
0.861915708
0.893294394
0.166123394
cdsl
outcome
AdaCare-ta
9
0.585601032
0.886652291
0.888841927
0.211645605
cdsl
outcome
MLP-ta
0
0.953209996
0.961767197
0.907514453
0.695116057
tjh
outcome
MLP-ta
1
0.979587018
0.983228743
0.933333337
0.855152589
tjh
outcome
MLP-ta
2
0.917052746
0.926405013
0.897142828
0.605576491
tjh
outcome
MLP-ta
3
0.968257606
0.976551175
0.91390729
0.771197581
tjh
outcome
MLP-ta
4
0.903574824
0.951966524
0.881355941
0.791593152
tjh
outcome
MLP-ta
5
0.895461977
0.932178378
0.868571401
0.815543766
tjh
outcome
MLP-ta
6
0.919590533
0.95663619
0.915032685
0.80292664
tjh
outcome
MLP-ta
7
0.939534903
0.973522723
0.912087917
0.709346493
tjh
outcome
MLP-ta
8
0.931525826
0.95736599
0.924418628
0.762938833
tjh
outcome
MLP-ta
9
0.912786603
0.94512701
0.861445785
0.584687227
tjh
outcome
MLP-ta
0
0.444546908
0.817677021
0.895750701
-0.034426398
cdsl
outcome
MLP-ta
1
0.441724718
0.804243326
0.888924122
-0.010980232
cdsl
outcome
MLP-ta
2
0.499345481
0.871589601
0.894442677
-0.025477034
cdsl
outcome
MLP-ta
3
0.482996076
0.822152555
0.898280442
0.026951141
cdsl
outcome
MLP-ta
4
0.502739489
0.867592812
0.902887762
-0.041886256
cdsl
outcome
MLP-ta
5
0.503446579
0.83936888
0.903598964
0.062837035
cdsl
outcome
MLP-ta
6
0.49318701
0.873367548
0.891721249
-0.015179082
cdsl
outcome
MLP-ta
7
0.455482632
0.827507496
0.887616396
0.01149868
cdsl
outcome
MLP-ta
8
0.505176961
0.832534432
0.888510525
0.023767886
cdsl
outcome
MLP-ta
9
0.538007379
0.867936373
0.886897743
0.058106902
cdsl
outcome
Transformer-ta
0
0.960286796
0.971820951
0.901734114
0.711268849
tjh
outcome
Transformer-ta
1
0.975648999
0.98425293
0.933333337
0.872534278
tjh
outcome
Transformer-ta
2
0.875896394
0.956883788
0.89142859
0.676791845
tjh
outcome
Transformer-ta
3
0.93565464
0.953823924
0.880794704
0.693307396
tjh
outcome
Transformer-ta
4
0.968531072
0.976880193
0.915254235
0.938041207
tjh
outcome
Transformer-ta
5
0.967912674
0.972334146
0.845714271
0.860201591
tjh
outcome
Transformer-ta
6
0.788071573
0.932584286
0.908496737
0.80060813
tjh
outcome
Transformer-ta
7
1
0.99999994
0.98901099
0.949451564
tjh
outcome
Transformer-ta
8
0.992260933
0.992964685
0.982558131
0.95166714
tjh
outcome
Transformer-ta
9
0.921797156
0.95954144
0.867469907
0.618729257
tjh
outcome
Transformer-ta
0
0.495377839
0.853345871
0.880857944
0.210164809
cdsl
outcome
Transformer-ta
1
0.3863222
0.818806469
0.865535557
-0.099934053
cdsl
outcome
Transformer-ta
2
0.406667143
0.839892089
0.871300399
0.080868732
cdsl
outcome
Transformer-ta
3
0.354237467
0.82370162
0.880439162
-0.153802063
cdsl
outcome
Transformer-ta
4
0.477178901
0.855656743
0.884009302
0.04331629
cdsl
outcome
Transformer-ta
5
0.389433593
0.729279101
0.872579277
0.068880691
cdsl
outcome
Transformer-ta
6
0.35043627
0.834759653
0.861674905
-0.057383744
cdsl
outcome
Transformer-ta
7
0.387290418
0.834212482
0.865947127
0.016029493
cdsl
outcome
Transformer-ta
8
0.353910238
0.808788896
0.862158418
-0.036841292
cdsl
outcome
Transformer-ta
9
0.417461157
0.83777833
0.865595937
-0.148988045
cdsl
outcome
LSTM-ta
0
0.973358452
0.981733203
0.907514453
0.676944166
tjh
outcome
LSTM-ta
1
0.976620913
0.980796278
0.944444418
0.841633497
tjh
outcome
LSTM-ta
2
0.970828414
0.988700569
0.948571444
0.802788244
tjh
outcome
LSTM-ta
3
0.974900723
0.980158746
0.920529783
0.817444878
tjh
outcome
LSTM-ta
4
0.96542263
0.97714591
0.920903981
0.906123041
tjh
outcome
LSTM-ta
5
0.811908722
0.895111442
0.845714271
0.84272679
tjh
outcome
LSTM-ta
6
0.974237204
0.975948036
0.941176474
0.874800453
tjh
outcome
LSTM-ta
7
0.988756239
0.990529597
0.967032969
0.916595081
tjh
outcome
LSTM-ta
8
0.996799588
0.997467279
0.988372087
0.953968705
tjh
outcome
LSTM-ta
9
0.907396615
0.942014754
0.873493969
0.74468477
tjh
outcome
LSTM-ta
0
0.638003469
0.882949889
0.912019432
0.296246446
cdsl
outcome
LSTM-ta
1
0.41679275
0.831257284
0.879489422
0.067662475
cdsl
outcome
LSTM-ta
2
0.53969413
0.891461551
0.899401784
0.17804676
cdsl
outcome
LSTM-ta
3
0.559599757
0.860170603
0.901025295
0.330207003
cdsl
outcome
LSTM-ta
4
0.689379215
0.924534559
0.915606737
0.471916726
cdsl
outcome
LSTM-ta
5
0.628473282
0.885352969
0.913196206
0.264754587
cdsl
outcome
LSTM-ta
6
0.569759011
0.894137025
0.903627932
0.164975529
cdsl
outcome
LSTM-ta
7
0.559058487
0.877698779
0.900140047
0.15883722
cdsl
outcome
LSTM-ta
8
0.533218026
0.858840644
0.890456498
0.103512591
cdsl
outcome
LSTM-ta
9
0.554843068
0.869392157
0.886559606
0.056324394
cdsl
outcome
GRASP-ta
0
0.967364192
0.979467571
0.884393036
0.705211552
tjh
outcome
GRASP-ta
1
0.98581785
0.990782261
0.949999988
0.895709864
tjh
outcome
GRASP-ta
2
0.980248153
0.991674066
0.948571444
0.802788244
tjh
outcome
GRASP-ta
3
0.946556151
0.954184651
0.887417197
0.761461308
tjh
outcome
GRASP-ta
4
0.933829665
0.959606647
0.903954804
0.900490424
tjh
outcome
GRASP-ta
5
0.8987149
0.930566728
0.857142866
0.881559681
tjh
outcome
GRASP-ta
6
0.974552929
0.978581488
0.921568632
0.784378559
tjh
outcome
GRASP-ta
7
0.998499334
0.999199629
0.98901099
0.994945156
tjh
outcome
GRASP-ta
8
0.992930293
0.995216012
0.947674394
0.834287339
tjh
outcome
GRASP-ta
9
0.937127769
0.960524201
0.885542154
0.720855349
tjh
outcome
GRASP-ta
0
0.503076851
0.839073002
0.889599323
0.26957199
cdsl
outcome
GRASP-ta
1
0.400410563
0.787987053
0.885832071
-0.046578127
cdsl
outcome
GRASP-ta
2
0.482821435
0.844491363
0.893734276
0.011455855
cdsl
outcome
GRASP-ta
3
0.533349276
0.835549951
0.908290923
0.162604301
cdsl
outcome
GRASP-ta
4
0.68389082
0.924985945
0.921446264
0.429746737
cdsl
outcome
GRASP-ta
5
0.631786883
0.884371042
0.915252805
0.121787449
cdsl
outcome
GRASP-ta
6
0.536989748
0.869067192
0.893958747
0.221916943
cdsl
outcome
GRASP-ta
7
0.555531263
0.852956831
0.897668302
0.222878513
cdsl
outcome
GRASP-ta
8
0.487648934
0.824063718
0.88794291
0.076530698
cdsl
outcome
GRASP-ta
9
0.534050941
0.828485787
0.88605243
0.090840219
cdsl
outcome
MCGRU-ta
0
0.64423275
0.882869422
0.913719118
0.359993877
cdsl
outcome
MCGRU-ta
1
0.432559907
0.80892396
0.878538013
0.124864611
cdsl
outcome
MCGRU-ta
2
0.5590325
0.884637713
0.904439569
0.14984505
cdsl
outcome
MCGRU-ta
3
0.582455099
0.865508497
0.908856034
0.200555413
cdsl
outcome
MCGRU-ta
4
0.705247045
0.927804887
0.923766077
0.413549627
cdsl
outcome
MCGRU-ta
5
0.620349824
0.898727715
0.916538119
0.166966253
cdsl
outcome
MCGRU-ta
6
0.579292774
0.912556887
0.903148472
0.211540177
cdsl
outcome
MCGRU-ta
7
0.568297744
0.871911645
0.890664935
0.227235063
cdsl
outcome
MCGRU-ta
8
0.563879251
0.861604512
0.890375435
0.161079301
cdsl
outcome
MCGRU-ta
9
0.612206578
0.881681085
0.895181715
0.074068445
cdsl
outcome
MCGRU-ta
0
0.981313348
0.987255692
0.890173435
0.616371198
tjh
outcome
MCGRU-ta
1
0.986283839
0.990526199
0.944444418
0.859015186
tjh
outcome
MCGRU-ta
2
0.991647959
0.99613446
0.959999979
0.832917818
tjh
outcome
MCGRU-ta
3
0.963343978
0.971681058
0.940397322
0.912373542
tjh
outcome
MCGRU-ta
4
0.955929101
0.972761095
0.920903981
0.939918747
tjh
outcome
MCGRU-ta
5
0.944623172
0.959575593
0.868571401
0.867968169
tjh
outcome
MCGRU-ta
6
0.973643959
0.969978869
0.947712421
0.856252373
tjh
outcome
MCGRU-ta
7
0.992761493
0.995864987
0.950549424
0.863519223
tjh
outcome
MCGRU-ta
8
0.996617973
0.997608006
0.976744175
0.928651493
tjh
outcome
MCGRU-ta
9
0.918103933
0.95298934
0.861445785
0.5540494
tjh
outcome
MCGRU
0
0.981042147
0.987114072
0.890173435
0.616371198
tjh
outcome
MCGRU
1
0.986052334
0.990270138
0.944444418
0.841633497
tjh
outcome
MCGRU
2
0.98955822
0.995093644
0.948571444
0.778136775
tjh
outcome
MCGRU
3
0.964509606
0.972041845
0.933774829
0.888032859
tjh
outcome
MCGRU
4
0.958706856
0.973691106
0.915254235
0.938041207
tjh
outcome
MCGRU
5
0.941484511
0.956218123
0.868571401
0.867968169
tjh
outcome
MCGRU
6
0.974372268
0.970505655
0.941176474
0.853933863
tjh
outcome
MCGRU
7
0.992551804
0.995731652
0.956043959
0.866046645
tjh
outcome
MCGRU
8
0.993711829
0.995778918
0.970930219
0.926349928
tjh
outcome
MCGRU
9
0.918578982
0.952825546
0.855421662
0.520007369
tjh
outcome
MCGRU
0
0.63497287
0.879607975
0.912505031
0.322830481
cdsl
outcome
MCGRU
1
0.455395073
0.815055668
0.881630063
0.076500573
cdsl
outcome
MCGRU
2
0.538587749
0.875852466
0.897827446
0.140939247
cdsl
outcome
MCGRU
3
0.58951062
0.866524935
0.909582615
0.228356809
cdsl
outcome
MCGRU
4
0.703033864
0.92651695
0.924166083
0.396777472
cdsl
outcome
MCGRU
5
0.618345439
0.896495461
0.914910018
0.117824396
cdsl
outcome
MCGRU
6
0.583809137
0.909098625
0.909061849
0.282346345
cdsl
outcome
MCGRU
7
0.567449629
0.865608394
0.901293576
0.077718248
cdsl
outcome
MCGRU
8
0.560504675
0.860795617
0.890213251
0.071566671
cdsl
outcome
MCGRU
9
0.607179165
0.880438864
0.893744707
0.043522751
cdsl
outcome
MCGRU
0
4.740905285
51.59429932
tjh
los
MCGRU
1
4.029402733
28.17212105
tjh
los
MCGRU
2
4.611194611
39.09717178
tjh
los
MCGRU
3
4.462106228
31.01689911
tjh
los
MCGRU
4
5.451156139
59.71234894
tjh
los
MCGRU
5
4.271461487
29.72903824
tjh
los
MCGRU
6
5.261277199
48.13398361
tjh
los
MCGRU
7
3.991479158
27.23236084
tjh
los
MCGRU
8
4.896373272
42.40403748
tjh
los
MCGRU
9
5.222815037
45.54318619
tjh
los
MCGRU
0
3.786638737
30.34943008
cdsl
los
MCGRU
1
3.995914698
33.08922195
cdsl
los
MCGRU
2
4.045980453
39.41627502
cdsl
los
MCGRU
3
3.910581112
34.29587555
cdsl
los
MCGRU
4
3.595523834
25.16140175
cdsl
los
MCGRU
5
3.599854708
24.13673592
cdsl
los
MCGRU
6
3.72035265
26.1654129
cdsl
los
MCGRU
7
3.889252901
33.16154861
cdsl
los
MCGRU
8
3.939702511
31.09541512
cdsl
los
MCGRU
9
3.595302582
24.74222374
cdsl
los
MCGRU
0
0.986135721
0.990370989
0.901734114
0.656753177
4.436481953
47.38220215
6.105137825
tjh
multitask
MCGRU
1
0.989324033
0.992830634
0.955555558
0.880259473
3.950436354
27.50737
4.119591713
tjh
multitask
MCGRU
2
0.989002645
0.994647622
0.942857146
0.750746253
4.417488098
37.43732834
3.772097588
tjh
multitask
MCGRU
3
0.964152455
0.972402573
0.940397322
0.912373542
4.186853886
29.17359543
4.902529716
tjh
multitask
MCGRU
4
0.963686883
0.977013111
0.926553667
0.941796286
5.476111412
60.36433411
4.134365559
tjh
multitask
MCGRU
5
0.950490117
0.961590111
0.879999995
0.88932626
4.891524792
37.86341095
6.40933609
tjh
multitask
MCGRU
6
0.972438872
0.970505655
0.934640527
0.830748762
5.017235756
49.11374283
5.107066154
tjh
multitask
MCGRU
7
0.99026227
0.994397819
0.961538434
0.823080474
3.898478985
26.86088371
4.479820728
tjh
multitask
MCGRU
8
0.983141541
0.989306271
0.947674394
0.875715503
5.285408974
44.15747452
5.491537571
tjh
multitask
MCGRU
9
0.895491481
0.939394057
0.843373477
0.513198963
5.116899967
44.31565475
8.214688301
tjh
multitask
MCGRU
0
0.643286169
0.880059958
0.915661693
0.307639604
3.741317511
27.58312225
4.236284256
cdsl
multitask
MCGRU
1
0.468061596
0.822511077
0.890589058
0.002522418
3.857938528
29.74100876
4.295276408
cdsl
multitask
MCGRU
2
0.514813423
0.872468472
0.894206524
0.105490658
4.004936695
36.64923477
4.606794916
cdsl
multitask
MCGRU
3
0.586075008
0.866938114
0.902397692
0.270544324
3.913942575
31.98850822
4.279404769
cdsl
multitask
MCGRU
4
0.70511657
0.929533064
0.910967112
0.501723241
3.795459509
26.35116196
4.345502142
cdsl
multitask
MCGRU
5
0.557968736
0.876829326
0.900685489
-0.101926895
3.760512352
24.6261158
4.840231895
cdsl
multitask
MCGRU
6
0.563035369
0.905098736
0.904746711
0.202297007
3.858180761
28.42800522
4.628145695
cdsl
multitask
MCGRU
7
0.617393732
0.888648272
0.904589295
0.180794235
3.793312788
33.02188492
4.12239933
cdsl
multitask
MCGRU
8
0.565780759
0.864124775
0.891348422
0.171407681
4.053509712
29.10373116
4.71429383
cdsl
multitask
MCGRU
9
0.602930069
0.890427351
0.894505501
0.159466753
3.70255208
24.05275345
4.531900906
cdsl
multitask
RF
0
0.967583776
0.974936306
0.913294792
0.733478937
4.545249462
43.21392059
5.530481185
tjh
twostage
RF
1
0.984162688
0.988669872
0.922222197
0.8339083
4.633568287
41.42276764
5.216679716
tjh
twostage
RF
2
0.978785157
0.988849223
0.925714314
0.668574689
4.626158237
38.07458878
4.987659334
tjh
twostage
RF
3
0.96057117
0.970598817
0.874172211
0.625153484
4.522266865
35.28681946
7.376315245
tjh
twostage
RF
4
0.926221788
0.941203892
0.858757079
0.733389437
5.681367397
57.3731575
5.748504975
tjh
twostage
RF
5
0.920649767
0.941646457
0.862857163
0.778652519
4.688320637
34.44761276
7.197056294
tjh
twostage
RF
6
0.979042232
0.978142619
0.934640527
0.809882171
4.86075592
42.09027481
5.313339536
tjh
twostage
RF
7
0.95593822
0.970121324
0.917582393
0.757367507
3.966300488
25.39056015
6.208070792
tjh
twostage
RF
8
0.972642958
0.978471994
0.930232584
0.785954479
5.096834183
41.69402313
6.065771908
tjh
twostage
RF
9
0.910146058
0.925061464
0.885542154
0.537028385
5.650357246
50.45370102
7.803279053
tjh
twostage
DT
0
0.855837524
0.90795815
0.895953774
0.691077859
5.209064007
61.05049515
6.492235583
tjh
twostage
DT
1
0.832883
0.878440678
0.905555546
0.828114405
5.158798695
57.66408539
5.519089596
tjh
twostage
DT
2
0.80746448
0.824635744
0.908571422
0.660357533
5.002631664
47.31674194
5.354138962
tjh
twostage
DT
3
0.773000479
0.864899039
0.854304612
0.705477737
4.482070446
37.81745529
7.903985783
tjh
twostage
DT
4
0.778327763
0.872707963
0.847457647
0.746532211
5.737615108
66.87770081
5.916011545
tjh
twostage
DT
5
0.775224805
0.87798816
0.857142866
0.759236073
4.810988426
42.60840225
7.290958178
tjh
twostage
DT
6
0.861555278
0.899666488
0.882352948
0.666134544
5.037967682
49.77512741
6.616247163
tjh
twostage
DT
7
0.834090769
0.896958828
0.846153855
0.565283452
4.066633701
26.41828537
8.598723254
tjh
twostage
DT
8
0.89563036
0.925847769
0.906976759
0.735320055
5.528930187
57.35066986
7.073520706
tjh
twostage
DT
9
0.63406533
0.791809976
0.801204801
0.428093887
5.693010807
54.76504135
9.422242119
tjh
twostage
GBDT
0
0.964714527
0.974794686
0.924855471
0.792032807
4.555773735
45.19124222
4.961944926
tjh
twostage
GBDT
1
0.978407025
0.982780695
0.927777767
0.85322129
4.772122383
44.56544495
5.341019356
tjh
twostage
GBDT
2
0.979853094
0.982753575
0.925714314
0.668574689
4.370400906
36.1048851
4.757736599
tjh
twostage
GBDT
3
0.953250885
0.964105368
0.880794704
0.71521401
4.277245522
34.25505447
6.716673082
tjh
twostage
GBDT
4
0.939410925
0.956683397
0.87005651
0.821633779
5.557686329
58.48652649
5.40596904
tjh
twostage
GBDT
5
0.876727819
0.924926102
0.879999995
0.819427055
4.767739773
39.04634476
6.85680346
tjh
twostage
GBDT
6
0.975817919
0.975947976
0.928104579
0.78669707
4.853748322
41.99645615
5.509383572
tjh
twostage
GBDT
7
0.959139287
0.97358942
0.906593382
0.706819072
4.034172535
24.96211815
6.616279743
tjh
twostage
GBDT
8
0.980250239
0.984944403
0.924418628
0.825081079
5.008050919
41.65334702
6.068003062
tjh
twostage
GBDT
9
0.905085146
0.92063874
0.879518092
0.656175491
5.6883955
54.00627136
6.921794099
tjh
twostage
XGBoost
0
0.975467026
0.982016385
0.919075131
0.771841818
4.674691677
45.67531586
5.525486946
tjh
twostage
XGBoost
1
0.977466524
0.980732322
0.927777767
0.870602979
4.486829281
40.9770546
5.011741161
tjh
twostage
XGBoost
2
0.980892897
0.986321807
0.920000017
0.616532698
4.463252068
38.17000961
4.86619854
tjh
twostage
XGBoost
3
0.955676913
0.965367973
0.907284796
0.768763513
4.225462914
33.07106781
5.831907749
tjh
twostage
XGBoost
4
0.954990983
0.969040632
0.898305058
0.864817179
5.5608325
57.0177002
4.72461462
tjh
twostage
XGBoost
5
0.913972735
0.942788124
0.879999995
0.836901856
4.814732075
39.03800583
6.539566994
tjh
twostage
XGBoost
6
0.973664224
0.973138988
0.934640527
0.789015581
4.628807545
39.53591537
5.163693905
tjh
twostage
XGBoost
7
0.956497133
0.973189294
0.901098907
0.70429165
4.046101093
25.77718353
6.858073235
tjh
twostage
XGBoost
8
0.985534787
0.989165604
0.936046541
0.829684209
5.078914642
42.3959465
5.664055824
tjh
twostage
XGBoost
9
0.8960917
0.922440529
0.867469907
0.58809143
5.773147106
55.97088623
7.479041576
tjh
twostage
CatBoost
0
0.976843238
0.982441247
0.913294792
0.715307047
4.502919674
43.28901291
5.450589393
tjh
twostage
CatBoost
1
0.985954762
0.988925815
0.944444418
0.841633496
4.374326706
39.49253082
4.587712951
tjh
twostage
CatBoost
2
0.980364859
0.986470401
0.925714314
0.668574689
4.516298294
35.9248085
4.8589685
tjh
twostage
CatBoost
3
0.961502552
0.974927902
0.91390729
0.771197581
4.273671627
31.9336834
5.585522608
tjh
twostage
CatBoost
4
0.945757687
0.961134791
0.875706196
0.789715612
5.62883234
56.6697464
5.184658862
tjh
twostage
CatBoost
5
0.925143957
0.948697269
0.879999995
0.836901856
4.4670434
31.10046387
6.359061168
tjh
twostage
CatBoost
6
0.972823143
0.97498244
0.941176474
0.833067272
4.874778271
44.89473724
5.09959165
tjh
twostage
CatBoost
7
0.962451696
0.976924121
0.906593382
0.684072276
3.997709274
25.07202911
6.521134379
tjh
twostage
CatBoost
8
0.980632246
0.985647976
0.930232584
0.785954479
4.997548103
40.31788254
6.022995767
tjh
twostage
CatBoost
9
0.907565773
0.933742821
0.879518092
0.564262009
5.495298862
48.45897675
7.335425044
tjh
twostage
MLP
0
0.966533601
0.976777077
0.907514453
0.713287947
5.117321491
52.14683533
6.29581213
tjh
twostage
MLP
1
0.964971364
0.969658256
0.916666687
0.814595313
4.710276127
38.64788055
5.651529789
tjh
twostage
MLP
2
0.965772867
0.970413327
0.931428552
0.695965211
5.041789532
50.24335861
5.021628857
tjh
twostage
MLP
3
0.967435896
0.97582972
0.907284796
0.746856898
4.667048454
36.10883331
6.959203243
tjh
twostage
MLP
4
0.93263793
0.946717978
0.881355941
0.740899593
5.881866932
60.25375366
5.51001358
tjh
twostage
MLP
5
0.895637155
0.934058547
0.851428568
0.77476923
4.923348904
37.09729767
7.623615265
tjh
twostage
MLP
6
0.918251872
0.957162976
0.921568632
0.805245151
5.242996693
56.13678741
5.757596493
tjh
twostage
MLP
7
0.937836826
0.972722352
0.912087917
0.709346493
4.262665749
29.395998
6.41039753
tjh
twostage
MLP
8
0.93120116
0.956170022
0.924418628
0.762938833
5.237204075
50.85947037
6.099437714
tjh
twostage
MLP
9
0.897553742
0.93579036
0.861445785
0.523411572
5.68383503
61.20238876
8.091144562
tjh
twostage
GRU
0
0.983364522
0.989946246
0.884393036
0.614352098
4.119437695
37.37353134
6.608676434
tjh
twostage
GRU
1
0.988713205
0.99219048
0.949999988
0.860946485
4.374666214
33.54853439
4.479621887
tjh
twostage
GRU
2
0.96152395
0.978739262
0.89142859
0.553534499
4.086186409
30.78133583
5.317726135
tjh
twostage
GRU
3
0.941264153
0.945887446
0.867549658
0.622719416
3.90432477
26.53364372
6.925084591
tjh
twostage
GRU
4
0.950743854
0.974355519
0.943502843
0.964326756
5.332283497
55.94213867
3.393898726
tjh
twostage
GRU
5
0.894459128
0.934595704
0.862857163
0.866026525
4.162412643
26.63530159
6.53418541
tjh
twostage
GRU
6
0.979600787
0.983497143
0.908496737
0.696275175
4.81896162
43.07015991
5.732264519
tjh
twostage
GRU
7
0.994486928
0.99719882
0.972527444
0.964616095
3.565297604
24.85786438
3.492634296
tjh
twostage
GRU
8
0.995132148
0.996060193
0.976744175
0.928651493
4.351317883
30.88341522
3.868308544
tjh
twostage
GRU
9
0.943565667
0.966257274
0.903614461
0.761705786
4.538956642
41.34786987
5.278223038
tjh
twostage
RNN
0
0.961054504
0.973378718
0.878612697
0.594161109
4.508365631
47.56709671
6.895187378
tjh
twostage
RNN
1
0.987602174
0.991422355
0.938888907
0.839702198
4.129576206
31.03526115
4.73763895
tjh
twostage
RNN
2
0.965771675
0.983794212
0.925714314
0.767180566
4.585385799
41.38151169
4.565734386
tjh
twostage
RNN
3
0.954515994
0.961940825
0.880794704
0.649494167
4.201852798
31.09637833
7.110471249
tjh
twostage
RNN
4
0.959641814
0.97515285
0.909604549
0.902367963
5.505888939
59.9201088
4.404093266
tjh
twostage
RNN
5
0.881154478
0.923717499
0.834285736
0.8213687
4.345656395
33.02704239
7.042935371
tjh
twostage
RNN
6
0.981457889
0.985077262
0.908496737
0.717141766
4.536705494
41.77924728
5.738873482
tjh
twostage
RNN
7
0.997867703
0.998799503
0.983516455
0.946924142
3.906980991
25.78838348
3.465863228
tjh
twostage
RNN
8
0.984995723
0.989728451
0.941860437
0.873413939
4.78728199
40.85012054
4.912277699
tjh
twostage
RNN
9
0.928760111
0.957903385
0.885542154
0.720855349
5.157550335
45.77127075
6.561226368
tjh
twostage
LSTM
0
0.973699689
0.982299566
0.907514453
0.676944166
4.64800787
45.84033585
6.16401577
tjh
twostage
LSTM
1
0.990857005
0.993598759
0.949999988
0.913091554
3.982717276
27.13524246
4.218332291
tjh
twostage
LSTM
2
0.974853992
0.989443898
0.931428552
0.720616679
4.256301403
32.65361404
3.721167803
tjh
twostage
LSTM
3
0.976928651
0.981601775
0.933774829
0.84421963
3.750746489
22.95224762
4.823101997
tjh
twostage
LSTM
4
0.941768885
0.965585947
0.920903981
0.939918747
5.645769119
64.11526489
4.320586205
tjh
twostage
LSTM
5
0.74514699
0.878391087
0.839999974
0.823310344
4.35432148
32.53208923
6.979137897
tjh
twostage
LSTM
6
0.977301776
0.978054762
0.921568632
0.867844923
4.96961689
44.74046326
5.388055325
tjh
twostage
LSTM
7
0.998511672
0.999199748
0.98901099
0.994945156
3.579945087
23.71055031
3.007597923
tjh
twostage
LSTM
8
0.996466815
0.997185826
0.988372087
0.953968705
4.835509777
35.79536438
3.859792948
tjh
twostage
LSTM
9
0.906962037
0.942833781
0.873493969
0.74468477
4.856010914
44.3117981
6.364507198
tjh
twostage
TCN
0
0.960984349
0.96799773
0.878612697
0.575989218
4.310527325
40.80276489
6.843103886
tjh
twostage
TCN
1
0.988392055
0.992062569
0.944444418
0.841633496
4.183243275
32.42588043
4.822562695
tjh
twostage
TCN
2
0.897408545
0.948409081
0.897142828
0.630227958
4.560779095
43.56910706
5.353734493
tjh
twostage
TCN
3
0.930844188
0.939754665
0.867549658
0.64462603
4.350028992
28.74204445
7.507695198
tjh
twostage
TCN
4
0.817837179
0.940340161
0.892655373
0.846041788
5.854065418
66.69368744
5.016644955
tjh
twostage
TCN
5
0.94530189
0.962127268
0.885714293
0.926217507
4.291566849
30.07155991
5.899485111
tjh
twostage
TCN
6
0.948993623
0.949087024
0.915032685
0.719460276
5.010458946
49.0753212
5.88565588
tjh
twostage
TCN
7
0.886794984
0.976657271
0.906593382
0.615831887
3.960792065
33.15104675
6.315872192
tjh
twostage
TCN
8
0.973220229
0.986070037
0.959302306
0.921746799
5.143737316
45.4794426
4.606356621
tjh
twostage
TCN
9
0.962649643
0.976412833
0.927710831
0.74468477
5.270015717
62.91672134
5.431258202
tjh
twostage
Transformer
0
0.96194613
0.973095477
0.890173435
0.670886869
4.977617264
49.94842911
6.297971725
tjh
twostage
Transformer
1
0.976796687
0.985021174
0.938888907
0.909228955
4.094143391
31.47606659
4.552295685
tjh
twostage
Transformer
2
0.842676461
0.949152529
0.89142859
0.676791845
5.054273129
45.01930618
5.563579082
tjh
twostage
Transformer
3
0.923790514
0.944083691
0.841059625
0.634889758
4.81441927
38.59570694
9.044181824
tjh
twostage
Transformer
4
0.969775558
0.977943063
0.909604549
0.919265816
5.671036243
55.96165848
4.627275944
tjh
twostage
Transformer
5
0.964852214
0.97005105
0.845714271
0.860201591
5.315774441
45.9543457
7.597335339
tjh
twostage
Transformer
6
0.793591857
0.935217679
0.90196079
0.777423029
5.015103817
46.23942184
6.492322445
tjh
twostage
Transformer
7
0.9995116
0.99973321
0.978021979
0.898903128
4.767151356
34.54559708
4.22840023
tjh
twostage
Transformer
8
0.991594791
0.992261231
0.982558131
0.95166714
5.366858006
45.13053131
4.222704411
tjh
twostage
Transformer
9
0.921967149
0.95954138
0.873493969
0.62213346
5.285623074
45.90095139
7.021296978
tjh
twostage
AdaCare
0
0.992280066
0.995043874
0.947976887
0.836452984
4.535038471
48.37457275
4.465829372
tjh
twostage
AdaCare
1
0.970929682
0.974267066
0.899999976
0.669747902
3.835950136
30.04399109
6.182066441
tjh
twostage
AdaCare
2
0.966641247
0.981564045
0.931428552
0.69596521
4.596055508
42.51978683
4.951653957
tjh
twostage
AdaCare
3
0.984676003
0.988095224
0.933774829
0.8004064
4.303921223
31.09855461
5.237695217
tjh
twostage
AdaCare
4
0.967427552
0.978075981
0.932203412
0.892980267
5.664178371
59.69414902
4.152935982
tjh
twostage
AdaCare
5
0.965587497
0.976363182
0.908571422
0.86408488
4.117729664
28.58600235
5.653554916
tjh
twostage
AdaCare
6
0.984071493
0.985428333
0.915032685
0.698593685
4.82144022
45.92612457
5.649773121
tjh
twostage
AdaCare
7
0.97430557
0.988395274
0.945054948
0.815498209
3.740203619
23.59212685
4.661443233
tjh
twostage
AdaCare
8
0.98529458
0.987758577
0.941860437
0.769843527
4.578924179
37.97480011
5.107153416
tjh
twostage
AdaCare
9
0.994683921
0.99721539
0.963855445
0.795747816
5.34052515
48.8818779
4.746977329
tjh
twostage
Agent
0
0.98735404
0.991787136
0.919075131
0.735498036
4.654335499
46.28959274
5.685616016
tjh
twostage
Agent
1
0.99047935
0.993470788
0.961111128
0.95171753
4.201004505
32.34451675
4.080069065
tjh
twostage
Agent
2
0.988106012
0.994052947
0.948571444
0.802788245
4.078160763
36.04013824
3.619005919
tjh
twostage
Agent
3
0.953359962
0.967352092
0.91390729
0.81501081
4.624304771
35.71136856
6.264433861
tjh
twostage
Agent
4
0.978191495
0.985051751
0.915254235
0.921143355
5.785040379
67.78616333
4.319116592
tjh
twostage
Agent
5
0.928052545
0.947488546
0.868571401
0.867968169
4.449565411
33.00724792
6.455034733
tjh
twostage
Agent
6
0.969937861
0.964009821
0.928104579
0.828430251
4.920733452
44.53849411
5.568246841
tjh
twostage
Agent
7
0.99717921
0.998399317
0.978021979
0.944396721
3.671377897
24.87831688
3.528873205
tjh
twostage
Agent
8
0.996103048
0.997185826
0.970930219
0.947064011
4.623202801
37.02927017
3.922723055
tjh
twostage
Agent
9
0.941790342
0.966421008
0.879518092
0.778726801
5.055279732
50.83600235
5.826596737
tjh
twostage
GRASP
0
0.963865459
0.976210654
0.878612697
0.685020562
4.316066742
44.73935318
6.520447254
tjh
twostage
GRASP
1
0.978742242
0.985021114
0.922222197
0.88605337
4.539310932
36.68165207
5.496085167
tjh
twostage
GRASP
2
0.973932564
0.989741266
0.937142849
0.748007201
4.710404396
46.81483078
4.21191597
tjh
twostage
GRASP
3
0.950922787
0.959054828
0.89403975
0.763895377
4.233065128
29.32235336
6.23185873
tjh
twostage
GRASP
4
0.944506526
0.965054512
0.892655373
0.846041788
5.477390289
63.08556366
4.927473545
tjh
twostage
GRASP
5
0.888926029
0.919957042
0.834285736
0.873793103
4.309092999
32.64391327
7.105197906
tjh
twostage
GRASP
6
0.974673212
0.97928375
0.90196079
0.714823256
4.637909412
46.56457901
5.764466286
tjh
twostage
GRASP
7
0.999751985
0.999866545
0.994505465
0.997472578
3.923882008
24.48427582
3.269598246
tjh
twostage
GRASP
8
0.985737622
0.991557658
0.941860437
0.831985773
4.553799152
33.3753624
5.613003254
tjh
twostage
GRASP
9
0.937503457
0.961179376
0.903614461
0.731067958
4.997834206
48.82607651
5.989569664
tjh
twostage
RETAIN
0
0.984920979
0.990087748
0.924855471
0.755689025
4.59814024
53.72366714
5.355281353
tjh
twostage
RETAIN
1
0.992580175
0.994494915
0.972222209
0.920816748
4.098302364
32.73171997
3.577430248
tjh
twostage
RETAIN
2
0.96809417
0.983050823
0.954285741
0.805527296
4.336450577
34.98503876
3.267044544
tjh
twostage
RETAIN
3
0.967197299
0.97582972
0.907284796
0.746856899
4.656219959
36.47715378
6.330481052
tjh
twostage
RETAIN
4
0.965299129
0.977411628
0.920903981
0.923020893
5.887057304
64.98607635
4.192983627
tjh
twostage
RETAIN
5
0.957072437
0.962530196
0.902857125
0.93204244
3.903501987
23.22449684
5.16373682
tjh
twostage
RETAIN
6
0.93884635
0.972436845
0.954248369
0.858570883
4.835579872
58.88282394
4.638020039
tjh
twostage
RETAIN
7
0.987475753
0.993330717
0.978021979
0.921649924
3.995395184
23.54557991
3.62533021
tjh
twostage
RETAIN
8
0.958587527
0.985999703
0.95348835
0.857302986
4.88958025
35.66431808
4.742070198
tjh
twostage
RETAIN
9
0.928776324
0.948894322
0.885542154
0.537028382
5.243350983
48.00882339
6.843919754
tjh
twostage
StageNet
0
0.973359585
0.982724428
0.890173435
0.616371197
4.080927372
42.37409973
6.311220169
tjh
twostage
StageNet
1
0.985525846
0.989886045
0.922222197
0.764381544
3.387927294
25.10832596
4.715988159
tjh
twostage
StageNet
2
0.960346103
0.98409164
0.931428552
0.720616679
5.034594536
56.53516006
4.269160271
tjh
twostage
StageNet
3
0.936216593
0.949314654
0.860927165
0.576472118
4.638457775
32.56768036
8.142461777
tjh
twostage
StageNet
4
0.930574358
0.960138142
0.926553667
0.958694138
5.327913284
54.1902771
4.478960037
tjh
twostage
StageNet
5
0.872403681
0.922508717
0.868571401
0.850493368
4.103999615
29.46633339
6.290395737
tjh
twostage
StageNet
6
0.976933718
0.982619345
0.908496737
0.717141765
5.044716358
48.06191635
5.685131073
tjh
twostage
StageNet
7
0.996680915
0.998132706
0.961538434
0.914067659
3.587440252
19.83790779
3.685942888
tjh
twostage
StageNet
8
0.992937624
0.994793892
0.95348835
0.878017069
5.537303925
47.72418213
5.784294128
tjh
twostage
StageNet
9
0.946073949
0.962817371
0.879518092
0.748088974
5.234792233
61.12360764
6.559504986
tjh
twostage
MCGRU
0
0.981042147
0.987114072
0.890173435
0.616371198
4.740905285
51.59429932
6.674622059
tjh
twostage
MCGRU
1
0.986052334
0.990270138
0.944444418
0.841633497
4.029402733
28.17212105
4.720074654
tjh
twostage
MCGRU
2
0.98955822
0.995093644
0.948571444
0.778136775
4.611194611
39.09717178
3.688175678
tjh
twostage
MCGRU
3
0.964509606
0.972041845
0.933774829
0.888032859
4.462106228
31.01689911
5.309673309
tjh
twostage
MCGRU
4
0.958706856
0.973691106
0.915254235
0.938041207
5.451156139
59.71234894
4.068915367
tjh
twostage
MCGRU
5
0.941484511
0.956218123
0.868571401
0.867968169
4.271461487
29.72903824
6.222631931
tjh
twostage
MCGRU
6
0.974372268
0.970505655
0.941176474
0.853933863
5.261277199
48.13398361
5.365643978
tjh
twostage
MCGRU
7
0.992551804
0.995731652
0.956043959
0.866046645
3.991479158
27.23236084
4.755499363
tjh
twostage
MCGRU
8
0.993711829
0.995778918
0.970930219
0.926349928
4.896373272
42.40403748
4.21073103
tjh
twostage
MCGRU
9
0.918578982
0.952825546
0.855421662
0.520007369
5.222815037
45.54318619
7.883171558
tjh
twostage
RF
0
0.531532407
0.85312587
0.901416421
-0.050069384
4.064146519
31.28655624
4.884575827
cdsl
twostage
RF
1
0.410200655
0.799755275
0.883770704
-0.151080455
4.211825371
33.66060638
4.852994067
cdsl
twostage
RF
2
0.474891931
0.858781397
0.8913728
-0.143609893
4.214748859
39.16006851
4.86736849
cdsl
twostage
RF
3
0.497953236
0.826556504
0.898926318
-0.049392375
4.11950016
35.06829071
4.56913119
cdsl
twostage
RF
4
0.52624464
0.865100026
0.904087663
-0.091340153
3.956406832
28.25832176
4.80618578
cdsl
twostage
RF
5
0.500510156
0.833640933
0.899057388
-0.132343327
3.853590012
25.81852722
5.03688674
cdsl
twostage
RF
6
0.508679569
0.882722378
0.891641378
-0.12592272
3.915938616
26.43701744
5.13133967
cdsl
twostage
RF
7
0.464025438
0.825125456
0.889676213
-0.109439164
4.102335453
34.12224579
4.937954528
cdsl
twostage
RF
8
0.496189505
0.818447292
0.885753691
-0.087762609
4.116071701
32.55137253
4.838223855
cdsl
twostage
RF
9
0.53803575
0.871608973
0.87988168
-0.113418921
3.903189421
26.60868645
5.064378514
cdsl
twostage
DT
0
0.414022058
0.837941289
0.895103216
-0.047356728
4.125087261
32.04801178
5.030891435
cdsl
twostage
DT
1
0.271334678
0.730778873
0.875921667
-0.155499504
4.306967735
35.27807999
5.004093609
cdsl
twostage
DT
2
0.365488976
0.819108248
0.890192091
-0.078126047
4.297211647
40.34417343
4.865538455
cdsl
twostage
DT
3
0.371427953
0.786597729
0.892064273
-0.018766711
4.17565918
35.67016983
4.69163898
cdsl
twostage
DT
4
0.390617311
0.81885159
0.893928468
-0.064696387
3.9975245
28.40917969
5.043473149
cdsl
twostage
DT
5
0.380186677
0.770396709
0.895029962
-0.138783288
3.892821789
26.5111084
5.067130886
cdsl
twostage
DT
6
0.46578753
0.866163611
0.891481519
-0.107261981
3.95542407
26.83296967
5.198273565
cdsl
twostage
DT
7
0.367821902
0.766199708
0.888275504
-0.087395018
4.203635216
35.57876587
4.99320947
cdsl
twostage
DT
8
0.362464309
0.734168231
0.882510364
-0.068627083
4.225278854
34.64892578
4.908520411
cdsl
twostage
DT
9
0.437369347
0.836656809
0.875824153
-0.056054593
3.944506884
26.9630661
5.135754111
cdsl
twostage
GBDT
0
0.542317748
0.86468941
0.903358936
0.078239275
4.023149014
30.56553078
4.775935357
cdsl
twostage
GBDT
1
0.377216339
0.787973106
0.883453608
-0.074810941
4.178231716
33.19876099
4.770913453
cdsl
twostage
GBDT
2
0.486893058
0.855452299
0.890585661
-0.009324352
4.204694748
38.95981979
4.85344377
cdsl
twostage
GBDT
3
0.518135667
0.841742396
0.902397692
0.102147297
4.093663692
34.56243515
4.428906022
cdsl
twostage
GBDT
4
0.480679691
0.865160644
0.891288698
0.041686995
3.90286684
27.31781006
4.980546088
cdsl
twostage
GBDT
5
0.521237373
0.842053413
0.902056575
0.013794254
3.82200551
25.47290039
4.891336342
cdsl
twostage
GBDT
6
0.519936085
0.886693358
0.891641378
-0.002709523
3.87766242
25.86045837
5.105440907
cdsl
twostage
GBDT
7
0.499743283
0.842595339
0.89148885
0.014809658
4.08381319
33.75694656
4.78857309
cdsl
twostage
GBDT
8
0.514521122
0.841943026
0.88980782
0.033695942
4.089886665
31.93492126
4.661500604
cdsl
twostage
GBDT
9
0.571723402
0.886295021
0.885460675
0.027561207
3.854885578
25.80395508
4.935074117
cdsl
twostage
XGBoost
0
0.532823443
0.854638755
0.903116167
0.017747032
4.041129589
30.97056389
4.783318996
cdsl
twostage
XGBoost
1
0.368584335
0.777527928
0.883612156
-0.109999665
4.177829742
33.27241516
4.781525146
cdsl
twostage
XGBoost
2
0.484389096
0.859382987
0.892789662
-0.067386696
4.186188221
38.87797546
4.806366733
cdsl
twostage
XGBoost
3
0.490589321
0.832061052
0.899895072
0.015212773
4.101923943
34.87630844
4.506083483
cdsl
twostage
XGBoost
4
0.503174424
0.864747882
0.90168786
0.030856975
3.933315754
27.97537994
4.764983665
cdsl
twostage
XGBoost
5
0.507171452
0.835474074
0.900514126
-0.063782509
3.827850103
25.46462059
4.911840557
cdsl
twostage
XGBoost
6
0.521590412
0.882441044
0.892520368
-0.056686147
3.891764402
26.29948425
5.091756566
cdsl
twostage
XGBoost
7
0.494138002
0.835862577
0.894043028
-0.023266594
4.08525753
34.02921677
4.783073087
cdsl
twostage
XGBoost
8
0.50507319
0.833601177
0.886321247
-0.02955538
4.10984993
32.69969177
4.731814592
cdsl
twostage
XGBoost
9
0.562011003
0.883230686
0.885122597
-0.02526583
3.885124445
26.51812935
4.941326546
cdsl
twostage
CatBoost
0
0.549941599
0.862573266
0.904330254
0.012592984
4.016361237
30.4889946
4.772972654
cdsl
twostage
CatBoost
1
0.403325558
0.794474542
0.88638705
-0.088722762
4.180091858
33.22969818
4.72906684
cdsl
twostage
CatBoost
2
0.502095461
0.869253576
0.893812954
-0.078038735
4.193734646
38.75824356
4.79494133
cdsl
twostage
CatBoost
3
0.526808739
0.838458538
0.903124273
0.013977156
4.090872765
34.4664917
4.482034807
cdsl
twostage
CatBoost
4
0.506896138
0.867012978
0.906167507
0.011209594
3.895019531
27.16343689
4.643755158
cdsl
twostage
CatBoost
5
0.523532093
0.84622407
0.901713789
-0.063287127
3.818667889
25.22315025
4.913005264
cdsl
twostage
CatBoost
6
0.51813215
0.882802188
0.893639147
-0.066452515
3.866052866
25.62042427
5.06908273
cdsl
twostage
CatBoost
7
0.493084431
0.835469842
0.892312765
-0.054895151
4.08860302
33.82223892
4.820094477
cdsl
twostage
CatBoost
8
0.497935385
0.825131714
0.886969924
-0.035400122
4.086118221
31.86476135
4.728862145
cdsl
twostage
CatBoost
9
0.564541936
0.887356579
0.884192705
-0.04511648
3.847332001
25.52656555
4.95654413
cdsl
twostage
MLP
0
0.433829725
0.814798355
0.895184159
-0.077376795
4.036801815
31.95149422
5.019463539
cdsl
twostage
MLP
1
0.430512428
0.801020324
0.889241278
-0.040113222
4.23342371
34.55040359
4.747186348
cdsl
twostage
MLP
2
0.499489427
0.870689392
0.894836247
-0.04861466
4.27218771
40.52737427
4.792697711
cdsl
twostage
MLP
3
0.480648696
0.820927262
0.89771533
0.059695007
4.135466576
36.31327057
4.535688468
cdsl
twostage
MLP
4
0.512256265
0.869612396
0.905367553
0.02922768
3.938637972
28.21662331
4.636539922
cdsl
twostage
MLP
5
0.515590906
0.838605642
0.904113114
-0.001661653
3.823523283
26.09719086
4.793505192
cdsl
twostage
MLP
6
0.495808274
0.874776483
0.892280638
-0.008290305
3.91059494
26.68874359
5.114270595
cdsl
twostage
MLP
7
0.457746208
0.827920556
0.888440311
-0.004097771
4.105417252
35.87949371
4.796977399
cdsl
twostage
MLP
8
0.493207216
0.827639639
0.887780726
0.002870931
4.139520645
33.8531723
4.681061745
cdsl
twostage
MLP
9
0.54058063
0.86863482
0.885460675
0.012247849
3.876416922
26.71132278
4.875900269
cdsl
twostage
GRU
0
0.605931222
0.882584274
0.909591258
0.308995933
3.671339989
28.12368965
4.157793378
cdsl
twostage
GRU
1
0.441910207
0.822302818
0.872988164
0.184685442
3.949962616
31.60781288
4.610240182
cdsl
twostage
GRU
2
0.574390888
0.884672105
0.902471662
0.142161612
4.025969505
37.23262787
4.540997505
cdsl
twostage
GRU
3
0.449421912
0.861096799
0.88504076
0.187228395
3.946135521
34.28211594
4.603904247
cdsl
twostage
GRU
4
0.679710865
0.928095102
0.919046462
0.417383263
3.607238531
25.65135765
3.909085989
cdsl
twostage
GRU
5
0.661007106
0.888659179
0.924764335
0.231762171
3.492585182
22.73115349
3.89863448
cdsl
twostage
GRU
6
0.513889849
0.903366804
0.88892442
0.191309843
3.665036917
24.58039284
4.864252567
cdsl
twostage
GRU
7
0.572304547
0.883152008
0.897503495
0.116055893
3.798499584
31.51104927
4.24490881
cdsl
twostage
GRU
8
0.563828111
0.851534486
0.895726919
0.226892702
3.754083872
28.47260857
4.215809345
cdsl
twostage
GRU
9
0.615986347
0.887500763
0.892476737
0.159709822
3.591392756
24.79671669
4.397089347
cdsl
twostage
RNN
0
0.603209794
0.868337929
0.905139625
0.259263894
3.922124147
30.16062737
4.500567436
cdsl
twostage
RNN
1
0.456853747
0.835375071
0.88599062
0.055960178
4.136320114
35.14559555
4.4633255
cdsl
twostage
RNN
2
0.529694378
0.872799397
0.89696157
0.139978817
4.268097878
40.18905258
4.662213643
cdsl
twostage
RNN
3
0.568552434
0.871490896
0.901186705
0.235064448
3.989210606
34.46767426
4.21308136
cdsl
twostage
RNN
4
0.692035675
0.92536658
0.926805854
0.343873304
3.772134542
26.29843903
3.906867393
cdsl
twostage
RNN
5
0.657903254
0.8995682
0.919708669
0.255342336
3.518800259
23.63481712
3.999696732
cdsl
twostage
RNN
6
0.55456537
0.905001342
0.897714555
0.133409232
3.728145123
25.46565056
4.646369934
cdsl
twostage
RNN
7
0.550312698
0.861277223
0.897915483
0.092966175
3.989937782
35.72365952
4.343058383
cdsl
twostage
RNN
8
0.563938737
0.865645587
0.895402551
0.237381212
3.915670156
30.7068615
4.334897518
cdsl
twostage
RNN
9
0.579822004
0.876259267
0.883770049
0.215534712
3.718002319
24.85489845
4.614994526
cdsl
twostage
LSTM
0
0.646387756
0.875731885
0.91558075
0.301852603
3.752544403
28.29973984
4.153050423
cdsl
twostage
LSTM
1
0.401567996
0.816413701
0.884642839
0.02879121
4.021806717
31.73569679
4.487856388
cdsl
twostage
LSTM
2
0.476855397
0.852251649
0.886177599
0.117801622
4.050673008
38.38379288
4.727356911
cdsl
twostage
LSTM
3
0.493984491
0.854762614
0.903043509
0.214058948
3.914208174
32.80360794
4.099467754
cdsl
twostage
LSTM
4
0.67557615
0.920680702
0.917686582
0.439905871
3.693171501
26.21776772
3.959799767
cdsl
twostage
LSTM
5
0.631772697
0.88395226
0.917052269
0.233545544
3.600426435
23.59862328
4.200564861
cdsl
twostage
LSTM
6
0.600742161
0.910256386
0.909701109
0.2045642
3.698974133
24.39365005
4.389086723
cdsl
twostage
LSTM
7
0.518337667
0.864991307
0.891900778
0.168944417
3.897333622
33.51486206
4.439711571
cdsl
twostage
LSTM
8
0.54774189
0.853674054
0.894024134
0.138020591
3.859247923
29.92735863
4.342485428
cdsl
twostage
LSTM
9
0.559759974
0.868940175
0.888588309
0.115147138
3.639941931
23.98012543
4.567643166
cdsl
twostage
TCN
0
0.612134516
0.875634849
0.912343204
0.251849299
3.706015825
28.34328651
4.190835476
cdsl
twostage
TCN
1
0.452317834
0.816472948
0.88908267
-0.024073711
3.934511423
32.37474823
4.367251766
cdsl
twostage
TCN
2
0.517464101
0.8811391
0.894285262
0.038784447
4.018140793
38.19172287
4.580953467
cdsl
twostage
TCN
3
0.571047902
0.858385086
0.899168491
0.241595569
3.835272312
32.942379
4.127545357
cdsl
twostage
TCN
4
0.658037126
0.912247717
0.911927044
0.320008924
3.61998105
26.83372879
4.091890335
cdsl
twostage
TCN
5
0.598441362
0.867421329
0.906598091
-0.044264473
3.495576859
23.35796928
4.445395947
cdsl
twostage
TCN
6
0.568623722
0.909001291
0.902029753
0.163231535
3.614043951
24.57910728
4.462103303
cdsl
twostage
TCN
7
0.531716824
0.876768231
0.892807126
0.167550321
3.810700178
33.17378616
4.271561067
cdsl
twostage
TCN
8
0.583560109
0.875748158
0.894916058
0.084857455
3.827637196
30.52542496
4.286119033
cdsl
twostage
TCN
9
0.615941823
0.867247105
0.898140311
0.148366593
3.591506004
24.50359726
4.301481724
cdsl
twostage
Transformer
0
0.460201859
0.829959691
0.881100774
0.186022165
3.990714788
31.40071869
5.13477993
cdsl
twostage
Transformer
1
0.329909712
0.786721349
0.855862975
-0.082667028
4.182071686
34.75726318
5.2629776
cdsl
twostage
Transformer
2
0.376248479
0.820516586
0.882714093
-0.157143221
4.283438206
43.03352356
5.038498402
cdsl
twostage
Transformer
3
0.365562826
0.839577675
0.884394944
-0.070839167
4.165806293
38.76106262
4.86577024
cdsl
twostage
Transformer
4
0.375870705
0.831095338
0.856731474
0.170209621
3.793016672
26.7191143
5.556256294
cdsl
twostage
Transformer
5
0.324797392
0.732214808
0.869837165
0.013992407
3.750963449
28.08114243
5.322413921
cdsl
twostage
Transformer
6
0.418815494
0.850532055
0.875419557
-0.136561085
3.775541306
26.09772491
5.289253712
cdsl
twostage
Transformer
7
0.459291726
0.817911983
0.883167148
-0.030846991
4.069432259
34.95632553
5.074280739
cdsl
twostage
Transformer
8
0.325804442
0.792471349
0.862563848
-0.067426108
4.009622097
32.37365723
5.135594024
cdsl
twostage
Transformer
9
0.397057801
0.831174374
0.864412487
-0.220855502
3.732485056
27.33880806
5.249997139
cdsl
twostage
AdaCare
0
0.590983748
0.86135143
0.903682709
0.277981225
3.775585175
29.01044655
4.370821461
cdsl
twostage
AdaCare
1
0.466003925
0.83127892
0.889796257
0.10113268
3.983899593
31.35943031
4.409541114
cdsl
twostage
AdaCare
2
0.524726748
0.871822298
0.894914985
0.143209354
4.009664536
36.62467957
4.54733636
cdsl
twostage
AdaCare
3
0.5327878
0.848671913
0.897876799
0.191729573
3.926436901
33.18503571
4.264113426
cdsl
twostage
AdaCare
4
0.6299963
0.903321087
0.913286924
0.320775651
3.68165946
25.76172447
4.174890995
cdsl
twostage
AdaCare
5
0.577270091
0.858134687
0.908311903
0.230573254
3.555762291
22.93166161
4.366340687
cdsl
twostage
AdaCare
6
0.554630458
0.887818336
0.901230633
0.053272694
3.686985254
24.83046913
4.65854154
cdsl
twostage
AdaCare
7
0.539067984
0.865149379
0.890417755
0.214426805
3.851485968
33.13882828
4.411949678
cdsl
twostage
AdaCare
8
0.538279295
0.859540403
0.891753852
0.106955385
3.828577042
29.76238632
4.372228761
cdsl
twostage
AdaCare
9
0.578350782
0.871554017
0.889264584
0.104857209
3.650934458
24.04598045
4.589299732
cdsl
twostage
Agent
0
0.466479808
0.833095253
0.895184159
0.096775762
3.684812784
27.93407059
4.555733084
cdsl
twostage
Agent
1
0.370551795
0.810914993
0.874970257
0.07257253
3.891234398
31.24228668
4.664715814
cdsl
twostage
Agent
2
0.593570232
0.893239796
0.904596984
0.153162899
4.142148495
39.56179428
4.433320522
cdsl
twostage
Agent
3
0.585569441
0.8640064
0.908613861
0.184404126
3.963574171
33.12017822
4.17963028
cdsl
twostage
Agent
4
0.700865448
0.931107521
0.922486186
0.388726838
3.604803801
25.42027664
3.919660807
cdsl
twostage
Agent
5
0.533205628
0.861835957
0.902056575
0.196590075
3.640511513
24.14015961
4.572218418
cdsl
twostage
Agent
6
0.472159147
0.899557471
0.892440438
0.272056779
3.695418596
25.76565742
4.913701057
cdsl
twostage
Agent
7
0.562746465
0.872578859
0.896185219
0.255814035
3.919169664
33.57201385
4.380393505
cdsl
twostage
Agent
8
0.544666588
0.856340468
0.887699664
0.123849093
3.856417418
31.48185349
4.381548982
cdsl
twostage
Agent
9
0.494352281
0.825376332
0.881403208
0.054298818
3.58337307
24.76242065
4.559136422
cdsl
twostage
GRASP
0
0.604534149
0.867985845
0.909591258
0.127519204
3.843878984
30.25877762
4.29609108
cdsl
twostage
GRASP
1
0.39850089
0.789923668
0.887972713
-0.063517816
4.010815144
32.09847641
4.451539402
cdsl
twostage
GRASP
2
0.484213889
0.794562578
0.897276461
0.044459714
4.075446606
39.08249283
4.489760399
cdsl
twostage
GRASP
3
0.533630013
0.837887406
0.902478397
0.268249606
3.939459324
33.44995499
4.229129314
cdsl
twostage
GRASP
4
0.692366242
0.926566839
0.922006249
0.456294662
3.609598637
24.88357925
3.927656377
cdsl
twostage
GRASP
5
0.613143563
0.875460207
0.910111368
0.015973933
3.668576717
24.60773277
4.461667061
cdsl
twostage
GRASP
6
0.531891108
0.877501369
0.894837797
0.264470404
3.708620071
24.76085854
4.663801655
cdsl
twostage
GRASP
7
0.560899079
0.854937792
0.895361304
0.193776755
3.937628746
34.56352997
4.406569481
cdsl
twostage
GRASP
8
0.474240512
0.813512743
0.88794291
0.044104388
3.935297251
30.96974754
4.450494596
cdsl
twostage
GRASP
9
0.50354594
0.805671573
0.874302626
0.18822994
3.66967845
24.79155159
4.875511105
cdsl
twostage
RETAIN
0
0.608504176
0.8706218
0.912909746
0.149130035
3.805045366
29.11884689
4.277311885
cdsl
twostage
RETAIN
1
0.376589715
0.760853112
0.884801388
-0.06900071
4.023327351
32.96133804
4.534094654
cdsl
twostage
RETAIN
2
0.569149852
0.881801426
0.899086893
-0.003823709
4.063459873
38.07779694
4.530275708
cdsl
twostage
RETAIN
3
0.54275465
0.843772471
0.907241464
0.097116569
3.964026451
41.90595627
4.200097084
cdsl
twostage
RETAIN
4
0.65637517
0.901486278
0.921606243
0.277263889
3.715115547
26.33786583
3.936465502
cdsl
twostage
RETAIN
5
0.563694656
0.835965157
0.910197079
0.035690122
3.596927643
23.38100624
4.526396275
cdsl
twostage
RETAIN
6
0.449634641
0.82965678
0.890682459
-0.015527881
3.72896719
26.38278389
4.831528431
cdsl
twostage
RETAIN
7
0.591275334
0.883743405
0.901540756
0.181491283
3.918969631
33.30143738
4.311987417
cdsl
twostage
RETAIN
8
0.538766205
0.853230655
0.893780887
0.090942392
3.8256073
29.39790154
4.289090769
cdsl
twostage
RETAIN
9
0.556800783
0.840372801
0.886728644
-0.010600655
3.675174236
24.70513535
4.655108997
cdsl
twostage
StageNet
0
0.472103059
0.822664261
0.89235127
0.291363664
3.642836332
27.03494835
4.666430848
cdsl
twostage
StageNet
1
0.437848896
0.803207695
0.880202949
0.047040246
3.874000788
30.16773415
4.543418168
cdsl
twostage
StageNet
2
0.557881296
0.885159433
0.900818646
0.236982222
3.969260693
37.72260666
4.401322047
cdsl
twostage
StageNet
3
0.580140352
0.868796408
0.907564402
0.349270817
3.876089334
32.65242386
4.090896885
cdsl
twostage
StageNet
4
0.658476233
0.922259808
0.913926899
0.373296456
3.557877302
25.06731987
3.963037887
cdsl
twostage
StageNet
5
0.636110425
0.872897387
0.912425041
0.260296152
3.510977268
22.99872589
4.204571331
cdsl
twostage
StageNet
6
0.54698801
0.908934414
0.899472594
0.229503318
3.666093111
24.84239578
4.528131874
cdsl
twostage
StageNet
7
0.565746844
0.869496405
0.895114124
0.202141332
3.753401995
32.58701324
4.269207193
cdsl
twostage
StageNet
8
0.595736265
0.875564098
0.894753933
0.165402809
3.754644871
29.48502159
4.270178342
cdsl
twostage
StageNet
9
0.606377482
0.879568219
0.89340657
0.237897077
3.616027594
25.58848572
4.365992777
cdsl
twostage
MCGRU
0
0.63497287
0.879607975
0.912505031
0.322830481
3.786638737
30.34943008
4.17765522
cdsl
twostage
MCGRU
1
0.455395073
0.815055668
0.881630063
0.076500573
3.995914698
33.08922195
4.510483265
cdsl
twostage
MCGRU
2
0.538587749
0.875852466
0.897827446
0.140939247
4.045980453
39.41627502
4.495514393
cdsl
twostage
MCGRU
3
0.58951062
0.866524935
0.909582615
0.228356809
3.910581112
34.29587555
4.06371212
cdsl
twostage
MCGRU
4
0.703033864
0.92651695
0.924166083
0.396777472
3.595523834
25.16140175
3.789609909
cdsl
twostage
MCGRU
5
0.618345439
0.896495461
0.914910018
0.117824396
3.599854708
24.13673592
4.33411026
cdsl
twostage
MCGRU
6
0.583809137
0.909098625
0.909061849
0.282346345
3.72035265
26.1654129
4.343652725
cdsl
twostage
MCGRU
7
0.567449629
0.865608394
0.901293576
0.077718248
3.889252901
33.16154861
4.355062008
cdsl
twostage
MCGRU
8
0.560504675
0.860795617
0.890213251
0.071566671
3.939702511
31.09541512
4.48566166
cdsl
twostage
MCGRU
9
0.607179165
0.880438864
0.893744707
0.043522751
3.595302582
24.74222374
4.389118195
cdsl
twostage
CatBoost
0
0.976843238
0.982441247
0.913294792
0.715307047
tjh
outcome
CatBoost
1
0.985954762
0.988925815
0.944444418
0.841633496
tjh
outcome
CatBoost
2
0.980364859
0.986470401
0.925714314
0.668574689
tjh
outcome
CatBoost
3
0.961502552
0.974927902
0.91390729
0.771197581
tjh
outcome
CatBoost
4
0.945757687
0.961134791
0.875706196
0.789715612
tjh
outcome
CatBoost
5
0.925143957
0.948697269
0.879999995
0.836901856
tjh
outcome
CatBoost
6
0.972823143
0.97498244
0.941176474
0.833067272
tjh
outcome
CatBoost
7
0.962451696
0.976924121
0.906593382
0.684072276
tjh
outcome
CatBoost
8
0.980632246
0.985647976
0.930232584
0.785954479
tjh
outcome
CatBoost
9
0.907565773
0.933742821
0.879518092
0.564262009
tjh
outcome
DT
0
0.855837524
0.90795815
0.895953774
0.691077859
tjh
outcome
DT
1
0.832883
0.878440678
0.905555546
0.828114405
tjh
outcome
DT
2
0.80746448
0.824635744
0.908571422
0.660357533
tjh
outcome
DT
3
0.773000479
0.864899039
0.854304612
0.705477737
tjh
outcome
DT
4
0.778327763
0.872707963
0.847457647
0.746532211
tjh
outcome
DT
5
0.775224805
0.87798816
0.857142866
0.759236073
tjh
outcome
DT
6
0.861555278
0.899666488
0.882352948
0.666134544
tjh
outcome
DT
7
0.834090769
0.896958828
0.846153855
0.565283452
tjh
outcome
DT
8
0.89563036
0.925847769
0.906976759
0.735320055
tjh
outcome
DT
9
0.63406533
0.791809976
0.801204801
0.428093887
tjh
outcome
GBDT
0
0.964714527
0.974794686
0.924855471
0.792032807
tjh
outcome
GBDT
1
0.978407025
0.982780695
0.927777767
0.85322129
tjh
outcome
GBDT
2
0.979853094
0.982753575
0.925714314
0.668574689
tjh
outcome
GBDT
3
0.953250885
0.964105368
0.880794704
0.71521401
tjh
outcome
GBDT
4
0.939410925
0.956683397
0.87005651
0.821633779
tjh
outcome
GBDT
5
0.876727819
0.924926102
0.879999995
0.819427055
tjh
outcome
GBDT
6
0.975817919
0.975947976
0.928104579
0.78669707
tjh
outcome
GBDT
7
0.959139287
0.97358942
0.906593382
0.706819072
tjh
outcome
GBDT
8
0.980250239
0.984944403
0.924418628
0.825081079
tjh
outcome
GBDT
9
0.905085146
0.92063874
0.879518092
0.656175491
tjh
outcome
RF
0
0.967583776
0.974936306
0.913294792
0.733478937
tjh
outcome
RF
1
0.984162688
0.988669872
0.922222197
0.8339083
tjh
outcome
RF
2
0.978785157
0.988849223
0.925714314
0.668574689
tjh
outcome
RF
3
0.96057117
0.970598817
0.874172211
0.625153484
tjh
outcome
RF
4
0.926221788
0.941203892
0.858757079
0.733389437
tjh
outcome
RF
5
0.920649767
0.941646457
0.862857163
0.778652519
tjh
outcome
RF
6
0.979042232
0.978142619
0.934640527
0.809882171
tjh
outcome
RF
7
0.95593822
0.970121324
0.917582393
0.757367507
tjh
outcome
RF
8
0.972642958
0.978471994
0.930232584
0.785954479
tjh
outcome
RF
9
0.910146058
0.925061464
0.885542154
0.537028385
tjh
outcome
XGBoost
0
0.975467026
0.982016385
0.919075131
0.771841818
tjh
outcome
XGBoost
1
0.977466524
0.980732322
0.927777767
0.870602979
tjh
outcome
XGBoost
2
0.980892897
0.986321807
0.920000017
0.616532698
tjh
outcome
XGBoost
3
0.955676913
0.965367973
0.907284796
0.768763513
tjh
outcome
XGBoost
4
0.954990983
0.969040632
0.898305058
0.864817179
tjh
outcome
XGBoost
5
0.913972735
0.942788124
0.879999995
0.836901856
tjh
outcome
XGBoost
6
0.973664224
0.973138988
0.934640527
0.789015581
tjh
outcome
XGBoost
7
0.956497133
0.973189294
0.901098907
0.70429165
tjh
outcome
XGBoost
8
0.985534787
0.989165604
0.936046541
0.829684209
tjh
outcome
XGBoost
9
0.8960917
0.922440529
0.867469907
0.58809143
tjh
outcome
CatBoost
0
4.502919674
43.28901291
tjh
los
CatBoost
1
4.374326706
39.49253082
tjh
los
CatBoost
2
4.516298294
35.9248085
tjh
los
CatBoost
3
4.273671627
31.9336834
tjh
los
CatBoost
4
5.62883234
56.6697464
tjh
los
CatBoost
5
4.4670434
31.10046387
tjh
los
CatBoost
6
4.874778271
44.89473724
tjh
los
CatBoost
7
3.997709274
25.07202911
tjh
los
CatBoost
8
4.997548103
40.31788254
tjh
los
CatBoost
9
5.495298862
48.45897675
tjh
los
DT
0
5.209064007
61.05049515
tjh
los
DT
1
5.158798695
57.66408539
tjh
los
DT
2
5.002631664
47.31674194
tjh
los
DT
3
4.482070446
37.81745529
tjh
los
DT
4
5.737615108
66.87770081
tjh
los
DT
5
4.810988426
42.60840225
tjh
los
DT
6
5.037967682
49.77512741
tjh
los
DT
7
4.066633701
26.41828537
tjh
los
DT
8
5.528930187
57.35066986
tjh
los
DT
9
5.693010807
54.76504135
tjh
los
GBDT
0
4.555773735
45.19124222
tjh
los
GBDT
1
4.772122383
44.56544495
tjh
los
GBDT
2
4.370400906
36.1048851
tjh
los
GBDT
3
4.277245522
34.25505447
tjh
los
GBDT
4
5.557686329
58.48652649
tjh
los
GBDT
5
4.767739773
39.04634476
tjh
los
GBDT
6
4.853748322
41.99645615
tjh
los
GBDT
7
4.034172535
24.96211815
tjh
los
GBDT
8
5.008050919
41.65334702
tjh
los
GBDT
9
5.6883955
54.00627136
tjh
los
RF
0
4.545249462
43.21392059
tjh
los
RF
1
4.633568287
41.42276764
tjh
los
RF
2
4.626158237
38.07458878
tjh
los
RF
3
4.522266865
35.28681946
tjh
los
RF
4
5.681367397
57.3731575
tjh
los
RF
5
4.688320637
34.44761276
tjh
los
RF
6
4.86075592
42.09027481
tjh
los
RF
7
3.966300488
25.39056015
tjh
los
RF
8
5.096834183
41.69402313
tjh
los
RF
9
5.650357246
50.45370102
tjh
los
XGBoost
0
4.674691677
45.67531586
tjh
los
XGBoost
1
4.486829281
40.9770546
tjh
los
XGBoost
2
4.463252068
38.17000961
tjh
los
XGBoost
3
4.225462914
33.07106781
tjh
los
XGBoost
4
5.5608325
57.0177002
tjh
los
XGBoost
5
4.814732075
39.03800583
tjh
los
XGBoost
6
4.628807545
39.53591537
tjh
los
XGBoost
7
4.046101093
25.77718353
tjh
los
XGBoost
8
5.078914642
42.3959465
tjh
los
XGBoost
9
5.773147106
55.97088623
tjh
los
CatBoost
0
0.549941599
0.862573266
0.904330254
0.012592984
cdsl
outcome
CatBoost
1
0.403325558
0.794474542
0.88638705
-0.088722762
cdsl
outcome
CatBoost
2
0.502095461
0.869253576
0.893812954
-0.078038735
cdsl
outcome
CatBoost
3
0.526808739
0.838458538
0.903124273
0.013977156
cdsl
outcome
CatBoost
4
0.506896138
0.867012978
0.906167507
0.011209594
cdsl
outcome
CatBoost
5
0.523532093
0.84622407
0.901713789
-0.063287127
cdsl
outcome
CatBoost
6
0.51813215
0.882802188
0.893639147
-0.066452515
cdsl
outcome
CatBoost
7
0.493084431
0.835469842
0.892312765
-0.054895151
cdsl
outcome
CatBoost
8
0.497935385
0.825131714
0.886969924
-0.035400122
cdsl
outcome
CatBoost
9
0.564541936
0.887356579
0.884192705
-0.04511648
cdsl
outcome
DT
0
0.414022058
0.837941289
0.895103216
-0.047356728
cdsl
outcome
DT
1
0.271334678
0.730778873
0.875921667
-0.155499504
cdsl
outcome
DT
2
0.365488976
0.819108248
0.890192091
-0.078126047
cdsl
outcome
DT
3
0.371427953
0.786597729
0.892064273
-0.018766711
cdsl
outcome
DT
4
0.390617311
0.81885159
0.893928468
-0.064696387
cdsl
outcome
DT
5
0.380186677
0.770396709
0.895029962
-0.138783288
cdsl
outcome
DT
6
0.46578753
0.866163611
0.891481519
-0.107261981
cdsl
outcome
DT
7
0.367821902
0.766199708
0.888275504
-0.087395018
cdsl
outcome
DT
8
0.362464309
0.734168231
0.882510364
-0.068627083
cdsl
outcome
DT
9
0.437369347
0.836656809
0.875824153
-0.056054593
cdsl
outcome
GBDT
0
0.542317748
0.86468941
0.903358936
0.078239275
cdsl
outcome
GBDT
1
0.377216339
0.787973106
0.883453608
-0.074810941
cdsl
outcome
GBDT
2
0.486893058
0.855452299
0.890585661
-0.009324352
cdsl
outcome
GBDT
3
0.518135667
0.841742396
0.902397692
0.102147297
cdsl
outcome
GBDT
4
0.480679691
0.865160644
0.891288698
0.041686995
cdsl
outcome
GBDT
5
0.521237373
0.842053413
0.902056575
0.013794254
cdsl
outcome
GBDT
6
0.519936085
0.886693358
0.891641378
-0.002709523
cdsl
outcome
GBDT
7
0.499743283
0.842595339
0.89148885
0.014809658
cdsl
outcome
GBDT
8
0.514521122
0.841943026
0.88980782
0.033695942
cdsl
outcome
GBDT
9
0.571723402
0.886295021
0.885460675
0.027561207
cdsl
outcome
RF
0
0.531532407
0.85312587
0.901416421
-0.050069384
cdsl
outcome
RF
1
0.410200655
0.799755275
0.883770704
-0.151080455
cdsl
outcome
RF
2
0.474891931
0.858781397
0.8913728
-0.143609893
cdsl
outcome
RF
3
0.497953236
0.826556504
0.898926318
-0.049392375
cdsl
outcome
RF
4
0.52624464
0.865100026
0.904087663
-0.091340153
cdsl
outcome
RF
5
0.500510156
0.833640933
0.899057388
-0.132343327
cdsl
outcome
RF
6
0.508679569
0.882722378
0.891641378
-0.12592272
cdsl
outcome
RF
7
0.464025438
0.825125456
0.889676213
-0.109439164
cdsl
outcome
RF
8
0.496189505
0.818447292
0.885753691
-0.087762609
cdsl
outcome
RF
9
0.53803575
0.871608973
0.87988168
-0.113418921
cdsl
outcome
XGBoost
0
0.532823443
0.854638755
0.903116167
0.017747032
cdsl
outcome
XGBoost
1
0.368584335
0.777527928
0.883612156
-0.109999665
cdsl
outcome
XGBoost
2
0.484389096
0.859382987
0.892789662
-0.067386696
cdsl
outcome
XGBoost
3
0.490589321
0.832061052
0.899895072
0.015212773
cdsl
outcome
XGBoost
4
0.503174424
0.864747882
0.90168786
0.030856975
cdsl
outcome
XGBoost
5
0.507171452
0.835474074
0.900514126
-0.063782509
cdsl
outcome
XGBoost
6
0.521590412
0.882441044
0.892520368
-0.056686147
cdsl
outcome
XGBoost
7
0.494138002
0.835862577
0.894043028
-0.023266594
cdsl
outcome
XGBoost
8
0.50507319
0.833601177
0.886321247
-0.02955538
cdsl
outcome
XGBoost
9
0.562011003
0.883230686
0.885122597
-0.02526583
cdsl
outcome
CatBoost
0
4.016361237
30.4889946
cdsl
los
CatBoost
1
4.180091858
33.22969818
cdsl
los
CatBoost
2
4.193734646
38.75824356
cdsl
los
CatBoost
3
4.090872765
34.4664917
cdsl
los
CatBoost
4
3.895019531
27.16343689
cdsl
los
CatBoost
5
3.818667889
25.22315025
cdsl
los
CatBoost
6
3.866052866
25.62042427
cdsl
los
CatBoost
7
4.08860302
33.82223892
cdsl
los
CatBoost
8
4.086118221
31.86476135
cdsl
los
CatBoost
9
3.847332001
25.52656555
cdsl
los
DT
0
4.125087261
32.04801178
cdsl
los
DT
1
4.306967735
35.27807999
cdsl
los
DT
2
4.297211647
40.34417343
cdsl
los
DT
3
4.17565918
35.67016983
cdsl
los
DT
4
3.9975245
28.40917969
cdsl
los
DT
5
3.892821789
26.5111084
cdsl
los
DT
6
3.95542407
26.83296967
cdsl
los
DT
7
4.203635216
35.57876587
cdsl
los
DT
8
4.225278854
34.64892578
cdsl
los
DT
9
3.944506884
26.9630661
cdsl
los
GBDT
0
4.023149014
30.56553078
cdsl
los
GBDT
1
4.178231716
33.19876099
cdsl
los
GBDT
2
4.204694748
38.95981979
cdsl
los
GBDT
3
4.093663692
34.56243515
cdsl
los
GBDT
4
3.90286684
27.31781006
cdsl
los
GBDT
5
3.82200551
25.47290039
cdsl
los
GBDT
6
3.87766242
25.86045837
cdsl
los
GBDT
7
4.08381319
33.75694656
cdsl
los
GBDT
8
4.089886665
31.93492126
cdsl
los
GBDT
9
3.854885578
25.80395508
cdsl
los
RF
0
4.064146519
31.28655624
cdsl
los
RF
1
4.211825371
33.66060638
cdsl
los
RF
2
4.214748859
39.16006851
cdsl
los
RF
3
4.11950016
35.06829071
cdsl
los
RF
4
3.956406832
28.25832176
cdsl
los
RF
5
3.853590012
25.81852722
cdsl
los
RF
6
3.915938616
26.43701744
cdsl
los
RF
7
4.102335453
34.12224579
cdsl
los
RF
8
4.116071701
32.55137253
cdsl
los
RF
9
3.903189421
26.60868645
cdsl
los
XGBoost
0
4.041129589
30.97056389
cdsl
los
XGBoost
1
4.177829742
33.27241516
cdsl
los
XGBoost
2
4.186188221
38.87797546
cdsl
los
XGBoost
3
4.101923943
34.87630844
cdsl
los
XGBoost
4
3.933315754
27.97537994
cdsl
los
XGBoost
5
3.827850103
25.46462059
cdsl
los
XGBoost
6
3.891764402
26.29948425
cdsl
los
XGBoost
7
4.08525753
34.02921677
cdsl
los
XGBoost
8
4.10984993
32.69969177
cdsl
los
XGBoost
9
3.885124445
26.51812935
cdsl
los