|
Learner
|
Ratio
|
200
|
400
|
1000
|
All
|
|---|
|
(a) Part B
|
|
GBT
|
[Full]
|
0.75982
|
0.78328
|
0.79120
|
0.79569
|
|
[1:99]
|
0.76740
|
0.79520
|
0.80378
|
0.80373
|
|
[10:90]
|
0.76032
|
0.79377
|
0.81847
|
0.82064
|
|
[25:75]
|
0.74964
|
0.78624
|
0.81464
|
0.81948
|
|
[35:65]
|
0.73271
|
0.77326
|
0.80600
|
0.81434
|
|
[50:50]
|
0.71530
|
0.75244
|
0.79563
|
0.80499
|
|
LR
|
[Full]
|
0.77162
|
0.78921
|
0.80019
|
0.80516
|
|
[1:99]
|
0.78282
|
0.79295
|
0.81119
|
0.81238
|
|
[10:90]
|
0.77752
|
0.79680
|
0.81465
|
0.81881
|
|
[25:75]
|
0.76797
|
0.79746
|
0.81507
|
0.81686
|
|
[35:65]
|
0.75771
|
0.79061
|
0.81336
|
0.81806
|
|
[50:50]
|
0.73414
|
0.78012
|
0.80964
|
0.81415
|
|
RF
|
[Full]
|
0.71510
|
0.73806
|
0.78110
|
0.79604
|
|
[1:99]
|
0.74846
|
0.77197
|
0.80579
|
0.81586
|
|
[10:90]
|
0.76661
|
0.79117
|
0.81933
|
0.83012
|
|
[25:75]
|
0.76031
|
0.79187
|
0.81641
|
0.82703
|
|
[35:65]
|
0.75699
|
0.78061
|
0.81299
|
0.82156
|
|
[50:50]
|
0.74994
|
0.77298
|
0.80448
|
0.81496
|
|
Learner
|
Ratio
|
100
|
200
|
400
|
All
|
|---|
|
(b) Part D
|
|
GBT
|
[Full]
|
0.68101
|
0.71044
|
0.73932
|
0.74851
|
|
[1:99]
|
0.68871
|
0.70412
|
0.74731
|
0.75727
|
|
[10:90]
|
0.66033
|
0.69299
|
0.74381
|
0.76756
|
|
[25:75]
|
0.65692
|
0.67700
|
0.73008
|
0.76538
|
|
[35:65]
|
0.63219
|
0.66694
|
0.71228
|
0.75996
|
|
[50:50]
|
0.62040
|
0.65461
|
0.70773
|
0.74506
|
|
LR
|
[Full]
|
0.72516
|
0.75436
|
0.77369
|
0.78164
|
|
[1:99]
|
0.71200
|
0.75396
|
0.77575
|
0.78486
|
|
[10:90]
|
0.71031
|
0.75129
|
0.77481
|
0.78657
|
|
[25:75]
|
0.70331
|
0.73115
|
0.77009
|
0.78540
|
|
[35:65]
|
0.67880
|
0.72835
|
0.76340
|
0.78216
|
|
[50:50]
|
0.67158
|
0.70696
|
0.74834
|
0.77557
|
|
RF
|
[Full]
|
0.62721
|
0.63364
|
0.66818
|
0.70888
|
|
[1:99]
|
0.67627
|
0.68215
|
0.70816
|
0.73706
|
|
[10:90]
|
0.67777
|
0.69735
|
0.73538
|
0.75857
|
|
[25:75]
|
0.67634
|
0.69916
|
0.72832
|
0.75838
|
|
[35:65]
|
0.65126
|
0.68992
|
0.72510
|
0.74904
|
|
[50:50]
|
0.64951
|
0.68343
|
0.70771
|
0.74088
|
|
Learner
|
Ratio
|
100
|
200
|
400
|
All
|
|---|
|
(c) DMEPOS
|
|
GBT
|
[Full]
|
0.67203
|
0.68827
|
0.72125
|
0.73129
|
|
[1:99]
|
0.66654
|
0.68611
|
0.72516
|
0.73591
|
|
[10:90]
|
0.65411
|
0.68073
|
0.72241
|
0.73777
|
|
[25:75]
|
0.64571
|
0.66342
|
0.71327
|
0.73389
|
|
[35:65]
|
0.61468
|
0.64740
|
0.70118
|
0.72090
|
|
[50:50]
|
0.60699
|
0.63259
|
0.68728
|
0.70598
|
|
LR
|
[Full]
|
0.68783
|
0.70311
|
0.73615
|
0.74063
|
|
[1:99]
|
0.68960
|
0.69565
|
0.73853
|
0.74085
|
|
[10:90]
|
0.67423
|
0.69604
|
0.73498
|
0.74421
|
|
[25:75]
|
0.66667
|
0.68769
|
0.72912
|
0.73715
|
|
[35:65]
|
0.65088
|
0.68259
|
0.72463
|
0.73488
|
|
[50:50]
|
0.64590
|
0.66432
|
0.71445
|
0.72225
|
|
RF
|
[Full]
|
0.61229
|
0.64745
|
0.69381
|
0.70756
|
|
[1:99]
|
0.64896
|
0.66998
|
0.70598
|
0.72245
|
|
[10:90]
|
0.65829
|
0.67671
|
0.72066
|
0.73767
|
|
[25:75]
|
0.65636
|
0.67337
|
0.71790
|
0.72889
|
|
[35:65]
|
0.64239
|
0.67054
|
0.71756
|
0.72390
|
|
[50:50]
|
0.63938
|
0.66152
|
0.70306
|
0.72379
|
|
Learner
|
Ratio
|
100
|
200
|
All
| |
|---|
|
(d) Combined
|
|
GBT
|
[Full]
|
0.73906
|
0.76623
|
0.79047
| |
|
[1:99]
|
0.73626
|
0.78562
|
0.80373
| |
|
[10:90]
|
0.72482
|
0.76730
|
0.81675
| |
|
[25:75]
|
0.68806
|
0.75833
|
0.80405
| |
|
[35:65]
|
0.68275
|
0.74855
|
0.79127
| |
|
[50:50]
|
0.65960
|
0.72675
|
0.77587
| |
|
LR
|
[Full]
|
0.74260
|
0.80043
|
0.81554
| |
|
[1:99]
|
0.73814
|
0.80060
|
0.82011
| |
|
[10:90]
|
0.72508
|
0.78653
|
0.81868
| |
|
[25:75]
|
0.69117
|
0.77479
|
0.81553
| |
|
[35:65]
|
0.67940
|
0.76854
|
0.80998
| |
|
[50:50]
|
0.67567
|
0.74588
|
0.79415
| |
|
RF
|
[Full]
|
0.64769
|
0.71098
|
0.79383
| |
|
[1:99]
|
0.71813
|
0.76663
|
0.81515
| |
|
[10:90]
|
0.73110
|
0.79011
|
0.82793
| |
|
[25:75]
|
0.74162
|
0.77822
|
0.81503
| |
|
[35:65]
|
0.72834
|
0.76699
|
0.80619
| |
|
[50:50]
|
0.71446
|
0.76228
|
0.79546
| |
