### [bt]: This is batchtools v0.9.16
### [bt]: Starting calculation of 1 jobs
### [bt]: Setting working directory to '/projects/genomic-ml/projects/max-generalized-auc'
### [bt]: Memory measurement disabled
### [bt]: Starting job [batchtools job.id=395]
### [bt]: Setting seed to 4917 ...
Loading required namespace: future.apply
Loading required namespace: directlabels
seed=1 init=IntervalRegressionCV algo=grid step=0 auc -Inf->0.976959
seed=1 init=IntervalRegressionCV algo=grid step=1 auc 0.976959->0.974966
seed=1 init=IntervalRegressionCV algo=grid step=0 aum Inf->64.507145
seed=1 init=IntervalRegressionCV algo=grid step=1 aum 64.507145->71.245443
seed=1 init=IntervalRegressionCV algo=exact step=0 auc -Inf->0.976959
seed=1 init=IntervalRegressionCV algo=exact step=1 auc 0.976959->0.976649
seed=1 init=IntervalRegressionCV algo=exact step=0 aum Inf->64.507145
seed=1 init=IntervalRegressionCV algo=exact step=1 aum 64.507145->65.717371
seed=1 init=IntervalRegressionCV algo=hybrid step=0 auc -Inf->0.976959
seed=1 init=IntervalRegressionCV algo=hybrid step=1 auc 0.976959->0.974966
seed=1 init=IntervalRegressionCV algo=hybrid step=0 aum Inf->64.507145
seed=1 init=IntervalRegressionCV algo=hybrid step=1 aum 64.507145->71.245443
seed=1 init=zero algo=grid step=0 auc -Inf->0.749787
seed=1 init=zero algo=grid step=1 auc 0.749787->0.759100
seed=1 init=zero algo=grid step=2 auc 0.759100->0.772048
seed=1 init=zero algo=grid step=3 auc 0.772048->0.789306
seed=1 init=zero algo=grid step=4 auc 0.789306->0.816750
seed=1 init=zero algo=grid step=5 auc 0.816750->0.845908
seed=1 init=zero algo=grid step=6 auc 0.845908->0.856435
seed=1 init=zero algo=grid step=7 auc 0.856435->0.866006
seed=1 init=zero algo=grid step=8 auc 0.866006->0.874858
seed=1 init=zero algo=grid step=9 auc 0.874858->0.897846
seed=1 init=zero algo=grid step=10 auc 0.897846->0.904291
seed=1 init=zero algo=grid step=11 auc 0.904291->0.906567
seed=1 init=zero algo=grid step=12 auc 0.906567->0.910031
seed=1 init=zero algo=grid step=13 auc 0.910031->0.909636
seed=1 init=zero algo=grid step=0 aum Inf->4003.452163
seed=1 init=zero algo=grid step=1 aum 4003.452163->1962.060993
seed=1 init=zero algo=grid step=2 aum 1962.060993->478.485975
seed=1 init=zero algo=grid step=3 aum 478.485975->458.785877
seed=1 init=zero algo=grid step=4 aum 458.785877->330.614428
seed=1 init=zero algo=grid step=5 aum 330.614428->335.464233
seed=1 init=zero algo=exact step=0 auc -Inf->0.749787
seed=1 init=zero algo=exact step=1 auc 0.749787->0.750432
seed=1 init=zero algo=exact step=2 auc 0.750432->0.750965
seed=1 init=zero algo=exact step=3 auc 0.750965->0.751593
seed=1 init=zero algo=exact step=4 auc 0.751593->0.752140
seed=1 init=zero algo=exact step=5 auc 0.752140->0.752690
seed=1 init=zero algo=exact step=6 auc 0.752690->0.753159
seed=1 init=zero algo=exact step=7 auc 0.753159->0.753667
seed=1 init=zero algo=exact step=8 auc 0.753667->0.754204
seed=1 init=zero algo=exact step=9 auc 0.754204->0.754659
seed=1 init=zero algo=exact step=10 auc 0.754659->0.755269
seed=1 init=zero algo=exact step=11 auc 0.755269->0.755699
seed=1 init=zero algo=exact step=12 auc 0.755699->0.756253
seed=1 init=zero algo=exact step=13 auc 0.756253->0.756825
seed=1 init=zero algo=exact step=14 auc 0.756825->0.757474
seed=1 init=zero algo=exact step=15 auc 0.757474->0.758017
seed=1 init=zero algo=exact step=16 auc 0.758017->0.758631
seed=1 init=zero algo=exact step=17 auc 0.758631->0.759114
seed=1 init=zero algo=exact step=18 auc 0.759114->0.759675
seed=1 init=zero algo=exact step=19 auc 0.759675->0.760166
seed=1 init=zero algo=exact step=20 auc 0.760166->0.760698
seed=1 init=zero algo=exact step=21 auc 0.760698->0.761351
seed=1 init=zero algo=exact step=22 auc 0.761351->0.761880
seed=1 init=zero algo=exact step=23 auc 0.761880->0.762455
seed=1 init=zero algo=exact step=24 auc 0.762455->0.763119
seed=1 init=zero algo=exact step=25 auc 0.763119->0.763704
seed=1 init=zero algo=exact step=26 auc 0.763704->0.764350
seed=1 init=zero algo=exact step=27 auc 0.764350->0.764907
seed=1 init=zero algo=exact step=28 auc 0.764907->0.765539
seed=1 init=zero algo=exact step=29 auc 0.765539->0.766100
seed=1 init=zero algo=exact step=30 auc 0.766100->0.766646
seed=1 init=zero algo=exact step=31 auc 0.766646->0.767197
seed=1 init=zero algo=exact step=32 auc 0.767197->0.767694
seed=1 init=zero algo=exact step=33 auc 0.767694->0.768417
seed=1 init=zero algo=exact step=34 auc 0.768417->0.769017
seed=1 init=zero algo=exact step=35 auc 0.769017->0.769631
seed=1 init=zero algo=exact step=36 auc 0.769631->0.770107
seed=1 init=zero algo=exact step=37 auc 0.770107->0.770714
seed=1 init=zero algo=exact step=38 auc 0.770714->0.771282
seed=1 init=zero algo=exact step=39 auc 0.771282->0.771840
seed=1 init=zero algo=exact step=40 auc 0.771840->0.772492
seed=1 init=zero algo=exact step=41 auc 0.772492->0.773021
seed=1 init=zero algo=exact step=42 auc 0.773021->0.773561
seed=1 init=zero algo=exact step=43 auc 0.773561->0.773988
seed=1 init=zero algo=exact step=44 auc 0.773988->0.774584
seed=1 init=zero algo=exact step=45 auc 0.774584->0.775170
seed=1 init=zero algo=exact step=46 auc 0.775170->0.775674
seed=1 init=zero algo=exact step=47 auc 0.775674->0.776338
seed=1 init=zero algo=exact step=48 auc 0.776338->0.776955
seed=1 init=zero algo=exact step=49 auc 0.776955->0.777467
seed=1 init=zero algo=exact step=50 auc 0.777467->0.778073
seed=1 init=zero algo=exact step=51 auc 0.778073->0.778666
seed=1 init=zero algo=exact step=52 auc 0.778666->0.779213
seed=1 init=zero algo=exact step=53 auc 0.779213->0.779703
seed=1 init=zero algo=exact step=54 auc 0.779703->0.780261
seed=1 init=zero algo=exact step=55 auc 0.780261->0.780896
seed=1 init=zero algo=exact step=56 auc 0.780896->0.781432
seed=1 init=zero algo=exact step=57 auc 0.781432->0.782032
seed=1 init=zero algo=exact step=58 auc 0.782032->0.782670
seed=1 init=zero algo=exact step=59 auc 0.782670->0.783238
seed=1 init=zero algo=exact step=60 auc 0.783238->0.783884
seed=1 init=zero algo=exact step=61 auc 0.783884->0.784515
seed=1 init=zero algo=exact step=62 auc 0.784515->0.785147
seed=1 init=zero algo=exact step=63 auc 0.785147->0.785799
seed=1 init=zero algo=exact step=64 auc 0.785799->0.786456
seed=1 init=zero algo=exact step=65 auc 0.786456->0.787112
seed=1 init=zero algo=exact step=66 auc 0.787112->0.787638
seed=1 init=zero algo=exact step=67 auc 0.787638->0.788220
seed=1 init=zero algo=exact step=68 auc 0.788220->0.788883
seed=1 init=zero algo=exact step=69 auc 0.788883->0.789490
seed=1 init=zero algo=exact step=70 auc 0.789490->0.790171
seed=1 init=zero algo=exact step=71 auc 0.790171->0.790763
seed=1 init=zero algo=exact step=72 auc 0.790763->0.791356
seed=1 init=zero algo=exact step=73 auc 0.791356->0.791952
seed=1 init=zero algo=exact step=74 auc 0.791952->0.792644
seed=1 init=zero algo=exact step=75 auc 0.792644->0.793233
seed=1 init=zero algo=exact step=76 auc 0.793233->0.793907
seed=1 init=zero algo=exact step=77 auc 0.793907->0.794446
seed=1 init=zero algo=exact step=78 auc 0.794446->0.795138
seed=1 init=zero algo=exact step=79 auc 0.795138->0.795755
seed=1 init=zero algo=exact step=80 auc 0.795755->0.796373
seed=1 init=zero algo=exact step=81 auc 0.796373->0.797043
seed=1 init=zero algo=exact step=82 auc 0.797043->0.797745
seed=1 init=zero algo=exact step=83 auc 0.797745->0.798405
seed=1 init=zero algo=exact step=84 auc 0.798405->0.799043
seed=1 init=zero algo=exact step=85 auc 0.799043->0.799583
seed=1 init=zero algo=exact step=86 auc 0.799583->0.800246
seed=1 init=zero algo=exact step=87 auc 0.800246->0.800867
seed=1 init=zero algo=exact step=88 auc 0.800867->0.801499
seed=1 init=zero algo=exact step=89 auc 0.801499->0.802180
seed=1 init=zero algo=exact step=90 auc 0.802180->0.802765
seed=1 init=zero algo=exact step=91 auc 0.802765->0.803347
seed=1 init=zero algo=exact step=92 auc 0.803347->0.803880
seed=1 init=zero algo=exact step=93 auc 0.803880->0.804455
seed=1 init=zero algo=exact step=94 auc 0.804455->0.805027
seed=1 init=zero algo=exact step=95 auc 0.805027->0.805566
seed=1 init=zero algo=exact step=96 auc 0.805566->0.806155
seed=1 init=zero algo=exact step=97 auc 0.806155->0.806713
seed=1 init=zero algo=exact step=98 auc 0.806713->0.807246
seed=1 init=zero algo=exact step=99 auc 0.807246->0.807852
seed=1 init=zero algo=exact step=100 auc 0.807852->0.808318
seed=1 init=zero algo=exact step=101 auc 0.808318->0.808914
seed=1 init=zero algo=exact step=102 auc 0.808914->0.809451
seed=1 init=zero algo=exact step=103 auc 0.809451->0.809997
seed=1 init=zero algo=exact step=104 auc 0.809997->0.810611
seed=1 init=zero algo=exact step=105 auc 0.810611->0.811049
seed=1 init=zero algo=exact step=106 auc 0.811049->0.811521
seed=1 init=zero algo=exact step=107 auc 0.811521->0.811931
seed=1 init=zero algo=exact step=108 auc 0.811931->0.812432
seed=1 init=zero algo=exact step=109 auc 0.812432->0.812869
seed=1 init=zero algo=exact step=110 auc 0.812869->0.813328
seed=1 init=zero algo=exact step=111 auc 0.813328->0.813836
seed=1 init=zero algo=exact step=112 auc 0.813836->0.814460
seed=1 init=zero algo=exact step=113 auc 0.814460->0.814993
seed=1 init=zero algo=exact step=114 auc 0.814993->0.815490
seed=1 init=zero algo=exact step=115 auc 0.815490->0.815885
seed=1 init=zero algo=exact step=116 auc 0.815885->0.816418
seed=1 init=zero algo=exact step=117 auc 0.816418->0.816909
seed=1 init=zero algo=exact step=118 auc 0.816909->0.817325
seed=1 init=zero algo=exact step=119 auc 0.817325->0.817752
seed=1 init=zero algo=exact step=120 auc 0.817752->0.818228
seed=1 init=zero algo=exact step=121 auc 0.818228->0.818669
seed=1 init=zero algo=exact step=122 auc 0.818669->0.819135
seed=1 init=zero algo=exact step=123 auc 0.819135->0.819544
seed=1 init=zero algo=exact step=124 auc 0.819544->0.820059
seed=1 init=zero algo=exact step=125 auc 0.820059->0.820489
seed=1 init=zero algo=exact step=126 auc 0.820489->0.820849
seed=1 init=zero algo=exact step=127 auc 0.820849->0.821350
seed=1 init=zero algo=exact step=128 auc 0.821350->0.821862
seed=1 init=zero algo=exact step=129 auc 0.821862->0.822282
seed=1 init=zero algo=exact step=130 auc 0.822282->0.822754
seed=1 init=zero algo=exact step=131 auc 0.822754->0.823280
seed=1 init=zero algo=exact step=132 auc 0.823280->0.823784
seed=1 init=zero algo=exact step=133 auc 0.823784->0.824292
seed=1 init=zero algo=exact step=134 auc 0.824292->0.824762
seed=1 init=zero algo=exact step=135 auc 0.824762->0.825270
seed=1 init=zero algo=exact step=136 auc 0.825270->0.825838
seed=1 init=zero algo=exact step=137 auc 0.825838->0.826272
seed=1 init=zero algo=exact step=138 auc 0.826272->0.826755
seed=1 init=zero algo=exact step=139 auc 0.826755->0.827309
seed=1 init=zero algo=exact step=140 auc 0.827309->0.827845
seed=1 init=zero algo=exact step=141 auc 0.827845->0.828297
seed=1 init=zero algo=exact step=142 auc 0.828297->0.828784
seed=1 init=zero algo=exact step=143 auc 0.828784->0.829267
seed=1 init=zero algo=exact step=144 auc 0.829267->0.829768
seed=1 init=zero algo=exact step=145 auc 0.829768->0.830297
seed=1 init=zero algo=exact step=146 auc 0.830297->0.830914
seed=1 init=zero algo=exact step=147 auc 0.830914->0.831454
seed=1 init=zero algo=exact step=148 auc 0.831454->0.831987
seed=1 init=zero algo=exact step=149 auc 0.831987->0.832583
seed=1 init=zero algo=exact step=150 auc 0.832583->0.833031
seed=1 init=zero algo=exact step=151 auc 0.833031->0.833578
seed=1 init=zero algo=exact step=152 auc 0.833578->0.834065
seed=1 init=zero algo=exact step=153 auc 0.834065->0.834576
seed=1 init=zero algo=exact step=154 auc 0.834576->0.835091
seed=1 init=zero algo=exact step=155 auc 0.835091->0.835596
seed=1 init=zero algo=exact step=156 auc 0.835596->0.836079
seed=1 init=zero algo=exact step=157 auc 0.836079->0.836665
seed=1 init=zero algo=exact step=158 auc 0.836665->0.837289
seed=1 init=zero algo=exact step=159 auc 0.837289->0.837804
seed=1 init=zero algo=exact step=160 auc 0.837804->0.838298
seed=1 init=zero algo=exact step=161 auc 0.838298->0.838803
seed=1 init=zero algo=exact step=162 auc 0.838803->0.839381
seed=1 init=zero algo=exact step=163 auc 0.839381->0.839935
seed=1 init=zero algo=exact step=164 auc 0.839935->0.840443
seed=1 init=zero algo=exact step=165 auc 0.840443->0.840990
seed=1 init=zero algo=exact step=166 auc 0.840990->0.841502
seed=1 init=zero algo=exact step=167 auc 0.841502->0.842098
seed=1 init=zero algo=exact step=168 auc 0.842098->0.842620
seed=1 init=zero algo=exact step=169 auc 0.842620->0.843072
seed=1 init=zero algo=exact step=170 auc 0.843072->0.843594
seed=1 init=zero algo=exact step=171 auc 0.843594->0.844172
seed=1 init=zero algo=exact step=172 auc 0.844172->0.844712
seed=1 init=zero algo=exact step=173 auc 0.844712->0.845231
seed=1 init=zero algo=exact step=174 auc 0.845231->0.845732
seed=1 init=zero algo=exact step=175 auc 0.845732->0.846377
seed=1 init=zero algo=exact step=176 auc 0.846377->0.846892
seed=1 init=zero algo=exact step=177 auc 0.846892->0.847379
seed=1 init=zero algo=exact step=178 auc 0.847379->0.847986
seed=1 init=zero algo=exact step=179 auc 0.847986->0.848526
seed=1 init=zero algo=exact step=180 auc 0.848526->0.849034
seed=1 init=zero algo=exact step=181 auc 0.849034->0.849524
seed=1 init=zero algo=exact step=182 auc 0.849524->0.850046
seed=1 init=zero algo=exact step=183 auc 0.850046->0.850512
seed=1 init=zero algo=exact step=184 auc 0.850512->0.850953
seed=1 init=zero algo=exact step=185 auc 0.850953->0.851475
seed=1 init=zero algo=exact step=186 auc 0.851475->0.851958
seed=1 init=zero algo=exact step=187 auc 0.851958->0.852371
seed=1 init=zero algo=exact step=188 auc 0.852371->0.852939
seed=1 init=zero algo=exact step=189 auc 0.852939->0.853370
seed=1 init=zero algo=exact step=190 auc 0.853370->0.853945
seed=1 init=zero algo=exact step=191 auc 0.853945->0.854421
seed=1 init=zero algo=exact step=192 auc 0.854421->0.854982
seed=1 init=zero algo=exact step=193 auc 0.854982->0.855469
seed=1 init=zero algo=exact step=194 auc 0.855469->0.855970
seed=1 init=zero algo=exact step=195 auc 0.855970->0.856446
seed=1 init=zero algo=exact step=196 auc 0.856446->0.856947
seed=1 init=zero algo=exact step=197 auc 0.856947->0.857370
seed=1 init=zero algo=exact step=198 auc 0.857370->0.857871
seed=1 init=zero algo=exact step=199 auc 0.857871->0.858337
seed=1 init=zero algo=exact step=200 auc 0.858337->0.858806
seed=1 init=zero algo=exact step=201 auc 0.858806->0.859261
seed=1 init=zero algo=exact step=202 auc 0.859261->0.859734
seed=1 init=zero algo=exact step=203 auc 0.859734->0.860154
seed=1 init=zero algo=exact step=204 auc 0.860154->0.860641
seed=1 init=zero algo=exact step=205 auc 0.860641->0.861159
seed=1 init=zero algo=exact step=206 auc 0.861159->0.861692
seed=1 init=zero algo=exact step=207 auc 0.861692->0.862203
seed=1 init=zero algo=exact step=208 auc 0.862203->0.862683
seed=1 init=zero algo=exact step=209 auc 0.862683->0.863114
seed=1 init=zero algo=exact step=210 auc 0.863114->0.863646
seed=1 init=zero algo=exact step=211 auc 0.863646->0.864154
seed=1 init=zero algo=exact step=212 auc 0.864154->0.864581
seed=1 init=zero algo=exact step=213 auc 0.864581->0.865022
seed=1 init=zero algo=exact step=214 auc 0.865022->0.865449
seed=1 init=zero algo=exact step=215 auc 0.865449->0.865865
seed=1 init=zero algo=exact step=216 auc 0.865865->0.866229
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seed=1 init=zero algo=exact step=218 auc 0.866663->0.867058
seed=1 init=zero algo=exact step=219 auc 0.867058->0.867485
seed=1 init=zero algo=exact step=220 auc 0.867485->0.867926
seed=1 init=zero algo=exact step=221 auc 0.867926->0.868335
seed=1 init=zero algo=exact step=222 auc 0.868335->0.868850
seed=1 init=zero algo=exact step=223 auc 0.868850->0.869263
seed=1 init=zero algo=exact step=224 auc 0.869263->0.869700
seed=1 init=zero algo=exact step=225 auc 0.869700->0.870127
seed=1 init=zero algo=exact step=226 auc 0.870127->0.870547
seed=1 init=zero algo=exact step=227 auc 0.870547->0.870896
seed=1 init=zero algo=exact step=228 auc 0.870896->0.871327
seed=1 init=zero algo=exact step=229 auc 0.871327->0.871760
seed=1 init=zero algo=exact step=230 auc 0.871760->0.872212
seed=1 init=zero algo=exact step=231 auc 0.872212->0.872738
seed=1 init=zero algo=exact step=232 auc 0.872738->0.873133
seed=1 init=zero algo=exact step=233 auc 0.873133->0.873567
seed=1 init=zero algo=exact step=234 auc 0.873567->0.873997
seed=1 init=zero algo=exact step=235 auc 0.873997->0.874495
seed=1 init=zero algo=exact step=236 auc 0.874495->0.875034
seed=1 init=zero algo=exact step=237 auc 0.875034->0.875557
seed=1 init=zero algo=exact step=238 auc 0.875557->0.876086
seed=1 init=zero algo=exact step=239 auc 0.876086->0.876516
seed=1 init=zero algo=exact step=240 auc 0.876516->0.876939
seed=1 init=zero algo=exact step=241 auc 0.876939->0.877500
seed=1 init=zero algo=exact step=242 auc 0.877500->0.878044
seed=1 init=zero algo=exact step=243 auc 0.878044->0.878612
seed=1 init=zero algo=exact step=244 auc 0.878612->0.879141
seed=1 init=zero algo=exact step=245 auc 0.879141->0.879744
seed=1 init=zero algo=exact step=246 auc 0.879744->0.880242
seed=1 init=zero algo=exact step=247 auc 0.880242->0.880817
seed=1 init=zero algo=exact step=248 auc 0.880817->0.881452
seed=1 init=zero algo=exact step=249 auc 0.881452->0.882136
seed=1 init=zero algo=exact step=250 auc 0.882136->0.882683
seed=1 init=zero algo=exact step=251 auc 0.882683->0.883385
seed=1 init=zero algo=exact step=252 auc 0.883385->0.883978
seed=1 init=zero algo=exact step=253 auc 0.883978->0.884641
seed=1 init=zero algo=exact step=254 auc 0.884641->0.885248
seed=1 init=zero algo=exact step=255 auc 0.885248->0.885763
seed=1 init=zero algo=exact step=256 auc 0.885763->0.886338
seed=1 init=zero algo=exact step=257 auc 0.886338->0.886849
seed=1 init=zero algo=exact step=258 auc 0.886849->0.887361
seed=1 init=zero algo=exact step=259 auc 0.887361->0.887798
seed=1 init=zero algo=exact step=260 auc 0.887798->0.888349
seed=1 init=zero algo=exact step=261 auc 0.888349->0.888786
seed=1 init=zero algo=exact step=262 auc 0.888786->0.889146
seed=1 init=zero algo=exact step=263 auc 0.889146->0.889654
seed=1 init=zero algo=exact step=264 auc 0.889654->0.890162
seed=1 init=zero algo=exact step=265 auc 0.890162->0.890681
seed=1 init=zero algo=exact step=266 auc 0.890681->0.891213
seed=1 init=zero algo=exact step=267 auc 0.891213->0.891697
seed=1 init=zero algo=exact step=268 auc 0.891697->0.892236
seed=1 init=zero algo=exact step=269 auc 0.892236->0.892790
seed=1 init=zero algo=exact step=270 auc 0.892790->0.893189
seed=1 init=zero algo=exact step=271 auc 0.893189->0.893672
seed=1 init=zero algo=exact step=272 auc 0.893672->0.894029
seed=1 init=zero algo=exact step=273 auc 0.894029->0.894413
seed=1 init=zero algo=exact step=274 auc 0.894413->0.894699
seed=1 init=zero algo=exact step=275 auc 0.894699->0.895059
seed=1 init=zero algo=exact step=276 auc 0.895059->0.895207
seed=1 init=zero algo=exact step=277 auc 0.895207->0.895475
seed=1 init=zero algo=exact step=278 auc 0.895475->0.895659
seed=1 init=zero algo=exact step=279 auc 0.895659->0.895941
seed=1 init=zero algo=exact step=280 auc 0.895941->0.896142
seed=1 init=zero algo=exact step=281 auc 0.896142->0.896294
seed=1 init=zero algo=exact step=282 auc 0.896294->0.896350
seed=1 init=zero algo=exact step=283 auc 0.896350->0.896308
seed=1 init=zero algo=exact step=0 aum Inf->4003.452163
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seed=1 init=zero algo=exact step=2 aum 3947.701002->3891.020471
seed=1 init=zero algo=exact step=3 aum 3891.020471->3835.262434
seed=1 init=zero algo=exact step=4 aum 3835.262434->3784.095744
seed=1 init=zero algo=exact step=5 aum 3784.095744->3731.951936
seed=1 init=zero algo=exact step=6 aum 3731.951936->3676.299001
seed=1 init=zero algo=exact step=7 aum 3676.299001->3625.151785
seed=1 init=zero algo=exact step=8 aum 3625.151785->3578.342429
seed=1 init=zero algo=exact step=9 aum 3578.342429->3529.198566
seed=1 init=zero algo=exact step=10 aum 3529.198566->3479.775126
seed=1 init=zero algo=exact step=11 aum 3479.775126->3435.471477
seed=1 init=zero algo=exact step=12 aum 3435.471477->3388.592698
seed=1 init=zero algo=exact step=13 aum 3388.592698->3342.307861
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seed=1 init=zero algo=exact step=15 aum 3298.326330->3256.473150
seed=1 init=zero algo=exact step=16 aum 3256.473150->3210.827723
seed=1 init=zero algo=exact step=17 aum 3210.827723->3166.070234
seed=1 init=zero algo=exact step=18 aum 3166.070234->3123.548107
seed=1 init=zero algo=exact step=19 aum 3123.548107->3082.020716
seed=1 init=zero algo=exact step=20 aum 3082.020716->3042.766835
seed=1 init=zero algo=exact step=21 aum 3042.766835->3000.796349
seed=1 init=zero algo=exact step=22 aum 3000.796349->2959.800615
seed=1 init=zero algo=exact step=23 aum 2959.800615->2919.191530
seed=1 init=zero algo=exact step=24 aum 2919.191530->2880.246153
seed=1 init=zero algo=exact step=25 aum 2880.246153->2842.790161
seed=1 init=zero algo=exact step=26 aum 2842.790161->2803.953899
seed=1 init=zero algo=exact step=27 aum 2803.953899->2767.378454
seed=1 init=zero algo=exact step=28 aum 2767.378454->2729.320874
seed=1 init=zero algo=exact step=29 aum 2729.320874->2692.125148
seed=1 init=zero algo=exact step=30 aum 2692.125148->2655.821237
seed=1 init=zero algo=exact step=31 aum 2655.821237->2619.010049
seed=1 init=zero algo=exact step=32 aum 2619.010049->2584.699570
seed=1 init=zero algo=exact step=33 aum 2584.699570->2549.991248
seed=1 init=zero algo=exact step=34 aum 2549.991248->2514.802168
seed=1 init=zero algo=exact step=35 aum 2514.802168->2479.923316
seed=1 init=zero algo=exact step=36 aum 2479.923316->2446.979277
seed=1 init=zero algo=exact step=37 aum 2446.979277->2413.817416
seed=1 init=zero algo=exact step=38 aum 2413.817416->2381.449696
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seed=1 init=zero algo=exact step=40 aum 2349.249575->2317.471512
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seed=1 init=zero algo=exact step=44 aum 2223.947717->2192.393793
seed=1 init=zero algo=exact step=45 aum 2192.393793->2161.179032
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seed=1 init=zero algo=exact step=48 aum 2101.519224->2072.771297
seed=1 init=zero algo=exact step=49 aum 2072.771297->2045.175174
seed=1 init=zero algo=exact step=50 aum 2045.175174->2018.108816
seed=1 init=zero algo=exact step=51 aum 2018.108816->1990.896447
seed=1 init=zero algo=exact step=52 aum 1990.896447->1963.149804
seed=1 init=zero algo=exact step=53 aum 1963.149804->1936.272224
seed=1 init=zero algo=exact step=54 aum 1936.272224->1910.805206
seed=1 init=zero algo=exact step=55 aum 1910.805206->1883.827775
seed=1 init=zero algo=exact step=56 aum 1883.827775->1857.314382
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seed=1 init=zero algo=exact step=58 aum 1831.503987->1806.361761
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seed=1 init=zero algo=exact step=61 aum 1756.482898->1732.254061
seed=1 init=zero algo=exact step=62 aum 1732.254061->1707.666268
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seed=1 init=zero algo=exact step=287 aum 280.419130->278.863305
seed=1 init=zero algo=exact step=288 aum 278.863305->277.476444
seed=1 init=zero algo=exact step=289 aum 277.476444->276.168093
seed=1 init=zero algo=exact step=290 aum 276.168093->274.908995
seed=1 init=zero algo=exact step=291 aum 274.908995->273.859732
seed=1 init=zero algo=exact step=292 aum 273.859732->272.901789
seed=1 init=zero algo=exact step=293 aum 272.901789->272.128578
seed=1 init=zero algo=exact step=294 aum 272.128578->270.385084
seed=1 init=zero algo=exact step=295 aum 270.385084->268.600511
seed=1 init=zero algo=exact step=296 aum 268.600511->266.976809
seed=1 init=zero algo=exact step=297 aum 266.976809->265.321802
seed=1 init=zero algo=exact step=298 aum 265.321802->264.787562
seed=1 init=zero algo=exact step=299 aum 264.787562->263.108435
seed=1 init=zero algo=exact step=300 aum 263.108435->261.378713
seed=1 init=zero algo=exact step=301 aum 261.378713->259.647315
seed=1 init=zero algo=exact step=302 aum 259.647315->257.871900
seed=1 init=zero algo=exact step=303 aum 257.871900->256.113420
seed=1 init=zero algo=exact step=304 aum 256.113420->254.478503
seed=1 init=zero algo=exact step=305 aum 254.478503->252.849332
seed=1 init=zero algo=exact step=306 aum 252.849332->251.279362
seed=1 init=zero algo=exact step=307 aum 251.279362->249.721707
seed=1 init=zero algo=exact step=308 aum 249.721707->248.166259
seed=1 init=zero algo=exact step=309 aum 248.166259->246.618652
seed=1 init=zero algo=exact step=310 aum 246.618652->245.314064
seed=1 init=zero algo=exact step=311 aum 245.314064->244.000167
seed=1 init=zero algo=exact step=312 aum 244.000167->242.733355
seed=1 init=zero algo=exact step=313 aum 242.733355->241.409826
seed=1 init=zero algo=exact step=314 aum 241.409826->240.108763
seed=1 init=zero algo=exact step=315 aum 240.108763->238.997274
seed=1 init=zero algo=exact step=316 aum 238.997274->237.979619
seed=1 init=zero algo=exact step=317 aum 237.979619->237.056566
seed=1 init=zero algo=exact step=318 aum 237.056566->236.162285
seed=1 init=zero algo=exact step=319 aum 236.162285->235.329706
seed=1 init=zero algo=exact step=320 aum 235.329706->234.466074
seed=1 init=zero algo=exact step=321 aum 234.466074->233.602642
seed=1 init=zero algo=exact step=322 aum 233.602642->232.749514
seed=1 init=zero algo=exact step=323 aum 232.749514->231.895149
seed=1 init=zero algo=exact step=324 aum 231.895149->231.084261
seed=1 init=zero algo=exact step=325 aum 231.084261->230.256517
seed=1 init=zero algo=exact step=326 aum 230.256517->229.415516
seed=1 init=zero algo=exact step=327 aum 229.415516->229.033663
seed=1 init=zero algo=exact step=328 aum 229.033663->228.904544
seed=1 init=zero algo=exact step=329 aum 228.904544->228.838894
seed=1 init=zero algo=exact step=330 aum 228.838894->228.942134
seed=1 init=zero algo=hybrid step=0 auc -Inf->0.749787
seed=1 init=zero algo=hybrid step=1 auc 0.749787->0.759100
seed=1 init=zero algo=hybrid step=2 auc 0.759100->0.772048
seed=1 init=zero algo=hybrid step=3 auc 0.772048->0.789306
seed=1 init=zero algo=hybrid step=4 auc 0.789306->0.816750
seed=1 init=zero algo=hybrid step=5 auc 0.816750->0.845908
seed=1 init=zero algo=hybrid step=6 auc 0.845908->0.856435
seed=1 init=zero algo=hybrid step=7 auc 0.856435->0.866006
seed=1 init=zero algo=hybrid step=8 auc 0.866006->0.874858
seed=1 init=zero algo=hybrid step=9 auc 0.874858->0.897846
seed=1 init=zero algo=hybrid step=10 auc 0.897846->0.904291
seed=1 init=zero algo=hybrid step=11 auc 0.904291->0.906567
seed=1 init=zero algo=hybrid step=12 auc 0.906567->0.910031
seed=1 init=zero algo=hybrid step=13 auc 0.910031->0.909636
seed=1 init=zero algo=hybrid step=0 aum Inf->4003.452163
seed=1 init=zero algo=hybrid step=1 aum 4003.452163->1962.060993
seed=1 init=zero algo=hybrid step=2 aum 1962.060993->478.485975
seed=1 init=zero algo=hybrid step=3 aum 478.485975->458.785877
seed=1 init=zero algo=hybrid step=4 aum 458.785877->330.614428
seed=1 init=zero algo=hybrid step=5 aum 330.614428->335.464233
seed=2 init=IntervalRegressionCV algo=grid step=0 auc -Inf->0.976959
seed=2 init=IntervalRegressionCV algo=grid step=1 auc 0.976959->0.974966
seed=2 init=IntervalRegressionCV algo=grid step=0 aum Inf->64.507145
seed=2 init=IntervalRegressionCV algo=grid step=1 aum 64.507145->71.245443
seed=2 init=IntervalRegressionCV algo=exact step=0 auc -Inf->0.976959
seed=2 init=IntervalRegressionCV algo=exact step=1 auc 0.976959->0.976649
seed=2 init=IntervalRegressionCV algo=exact step=0 aum Inf->64.507145
seed=2 init=IntervalRegressionCV algo=exact step=1 aum 64.507145->65.717371
seed=2 init=IntervalRegressionCV algo=hybrid step=0 auc -Inf->0.976959
seed=2 init=IntervalRegressionCV algo=hybrid step=1 auc 0.976959->0.974966
seed=2 init=IntervalRegressionCV algo=hybrid step=0 aum Inf->64.507145
seed=2 init=IntervalRegressionCV algo=hybrid step=1 aum 64.507145->71.245443
seed=2 init=zero algo=grid step=0 auc -Inf->0.368808
seed=2 init=zero algo=grid step=1 auc 0.368808->0.514267
seed=2 init=zero algo=grid step=2 auc 0.514267->0.497276
seed=2 init=zero algo=grid step=0 aum Inf->2504.168547
seed=2 init=zero algo=grid step=1 aum 2504.168547->1864.246844
seed=2 init=zero algo=grid step=2 aum 1864.246844->1659.185575
seed=2 init=zero algo=grid step=3 aum 1659.185575->1382.465176
seed=2 init=zero algo=grid step=4 aum 1382.465176->1270.541195
seed=2 init=zero algo=grid step=5 aum 1270.541195->1175.275760
seed=2 init=zero algo=grid step=6 aum 1175.275760->1097.109470
seed=2 init=zero algo=grid step=7 aum 1097.109470->1037.963563
seed=2 init=zero algo=grid step=8 aum 1037.963563->1002.736492
seed=2 init=zero algo=grid step=9 aum 1002.736492->978.347331
seed=2 init=zero algo=grid step=10 aum 978.347331->960.203606
seed=2 init=zero algo=grid step=11 aum 960.203606->914.983290
seed=2 init=zero algo=grid step=12 aum 914.983290->835.299898
seed=2 init=zero algo=grid step=13 aum 835.299898->716.172753
seed=2 init=zero algo=grid step=14 aum 716.172753->697.041879
seed=2 init=zero algo=grid step=15 aum 697.041879->684.572740
seed=2 init=zero algo=grid step=16 aum 684.572740->677.926810
seed=2 init=zero algo=grid step=17 aum 677.926810->672.133486
seed=2 init=zero algo=grid step=18 aum 672.133486->646.252297
seed=2 init=zero algo=grid step=19 aum 646.252297->600.295912
seed=2 init=zero algo=grid step=20 aum 600.295912->583.998471
seed=2 init=zero algo=grid step=21 aum 583.998471->658.440473
seed=2 init=zero algo=exact step=0 auc -Inf->0.368808
seed=2 init=zero algo=exact step=1 auc 0.368808->0.369379
seed=2 init=zero algo=exact step=2 auc 0.369379->0.369930
seed=2 init=zero algo=exact step=3 auc 0.369930->0.370441
seed=2 init=zero algo=exact step=4 auc 0.370441->0.371073
seed=2 init=zero algo=exact step=5 auc 0.371073->0.371732
seed=2 init=zero algo=exact step=6 auc 0.371732->0.372343
seed=2 init=zero algo=exact step=7 auc 0.372343->0.373034
seed=2 init=zero algo=exact step=8 auc 0.373034->0.373821
seed=2 init=zero algo=exact step=9 auc 0.373821->0.374428
seed=2 init=zero algo=exact step=10 auc 0.374428->0.375013
seed=2 init=zero algo=exact step=11 auc 0.375013->0.375620
seed=2 init=zero algo=exact step=12 auc 0.375620->0.376442
seed=2 init=zero algo=exact step=13 auc 0.376442->0.377158
seed=2 init=zero algo=exact step=14 auc 0.377158->0.377924
seed=2 init=zero algo=exact step=15 auc 0.377924->0.378534
seed=2 init=zero algo=exact step=16 auc 0.378534->0.379211
seed=2 init=zero algo=exact step=17 auc 0.379211->0.380030
seed=2 init=zero algo=exact step=18 auc 0.380030->0.380743
seed=2 init=zero algo=exact step=19 auc 0.380743->0.381554
seed=2 init=zero algo=exact step=20 auc 0.381554->0.382330
seed=2 init=zero algo=exact step=21 auc 0.382330->0.383142
seed=2 init=zero algo=exact step=22 auc 0.383142->0.384020
seed=2 init=zero algo=exact step=23 auc 0.384020->0.384909
seed=2 init=zero algo=exact step=24 auc 0.384909->0.385883
seed=2 init=zero algo=exact step=25 auc 0.385883->0.386736
seed=2 init=zero algo=exact step=26 auc 0.386736->0.387781
seed=2 init=zero algo=exact step=27 auc 0.387781->0.389012
seed=2 init=zero algo=exact step=28 auc 0.389012->0.390109
seed=2 init=zero algo=exact step=29 auc 0.390109->0.391108
seed=2 init=zero algo=exact step=30 auc 0.391108->0.392205
seed=2 init=zero algo=exact step=31 auc 0.392205->0.393404
seed=2 init=zero algo=exact step=32 auc 0.393404->0.394607
seed=2 init=zero algo=exact step=33 auc 0.394607->0.395740
seed=2 init=zero algo=exact step=34 auc 0.395740->0.397066
seed=2 init=zero algo=exact step=35 auc 0.397066->0.398008
seed=2 init=zero algo=exact step=36 auc 0.398008->0.399052
seed=2 init=zero algo=exact step=37 auc 0.399052->0.400291
seed=2 init=zero algo=exact step=38 auc 0.400291->0.401571
seed=2 init=zero algo=exact step=39 auc 0.401571->0.402887
seed=2 init=zero algo=exact step=40 auc 0.402887->0.404108
seed=2 init=zero algo=exact step=41 auc 0.404108->0.405392
seed=2 init=zero algo=exact step=42 auc 0.405392->0.406687
seed=2 init=zero algo=exact step=43 auc 0.406687->0.407869
seed=2 init=zero algo=exact step=44 auc 0.407869->0.409174
seed=2 init=zero algo=exact step=45 auc 0.409174->0.410525
seed=2 init=zero algo=exact step=46 auc 0.410525->0.411975
seed=2 init=zero algo=exact step=47 auc 0.411975->0.413457
seed=2 init=zero algo=exact step=48 auc 0.413457->0.414861
seed=2 init=zero algo=exact step=49 auc 0.414861->0.416244
seed=2 init=zero algo=exact step=50 auc 0.416244->0.417680
seed=2 init=zero algo=exact step=51 auc 0.417680->0.419151
seed=2 init=zero algo=exact step=52 auc 0.419151->0.420580
seed=2 init=zero algo=exact step=53 auc 0.420580->0.421885
seed=2 init=zero algo=exact step=54 auc 0.421885->0.423353
seed=2 init=zero algo=exact step=55 auc 0.423353->0.424760
seed=2 init=zero algo=exact step=56 auc 0.424760->0.426168
seed=2 init=zero algo=exact step=57 auc 0.426168->0.427784
seed=2 init=zero algo=exact step=58 auc 0.427784->0.429209
seed=2 init=zero algo=exact step=59 auc 0.429209->0.430567
seed=2 init=zero algo=exact step=60 auc 0.430567->0.432021
seed=2 init=zero algo=exact step=61 auc 0.432021->0.433266
seed=2 init=zero algo=exact step=62 auc 0.433266->0.434631
seed=2 init=zero algo=exact step=63 auc 0.434631->0.436000
seed=2 init=zero algo=exact step=64 auc 0.436000->0.437418
seed=2 init=zero algo=exact step=65 auc 0.437418->0.438826
seed=2 init=zero algo=exact step=66 auc 0.438826->0.440258
seed=2 init=zero algo=exact step=67 auc 0.440258->0.441670
seed=2 init=zero algo=exact step=68 auc 0.441670->0.443063
seed=2 init=zero algo=exact step=69 auc 0.443063->0.444513
seed=2 init=zero algo=exact step=70 auc 0.444513->0.445829
seed=2 init=zero algo=exact step=71 auc 0.445829->0.447191
seed=2 init=zero algo=exact step=72 auc 0.447191->0.448687
seed=2 init=zero algo=exact step=73 auc 0.448687->0.450073
seed=2 init=zero algo=exact step=74 auc 0.450073->0.451414
seed=2 init=zero algo=exact step=75 auc 0.451414->0.452768
seed=2 init=zero algo=exact step=76 auc 0.452768->0.454130
seed=2 init=zero algo=exact step=77 auc 0.454130->0.455566
seed=2 init=zero algo=exact step=78 auc 0.455566->0.457002
seed=2 init=zero algo=exact step=79 auc 0.457002->0.458251
seed=2 init=zero algo=exact step=80 auc 0.458251->0.459528
seed=2 init=zero algo=exact step=81 auc 0.459528->0.460861
seed=2 init=zero algo=exact step=82 auc 0.460861->0.462110
seed=2 init=zero algo=exact step=83 auc 0.462110->0.463539
seed=2 init=zero algo=exact step=84 auc 0.463539->0.464594
seed=2 init=zero algo=exact step=85 auc 0.464594->0.465829
seed=2 init=zero algo=exact step=86 auc 0.465829->0.467088
seed=2 init=zero algo=exact step=87 auc 0.467088->0.468383
seed=2 init=zero algo=exact step=88 auc 0.468383->0.469586
seed=2 init=zero algo=exact step=89 auc 0.469586->0.470867
seed=2 init=zero algo=exact step=90 auc 0.470867->0.472218
seed=2 init=zero algo=exact step=91 auc 0.472218->0.473632
seed=2 init=zero algo=exact step=92 auc 0.473632->0.475015
seed=2 init=zero algo=exact step=93 auc 0.475015->0.476388
seed=2 init=zero algo=exact step=94 auc 0.476388->0.477831
seed=2 init=zero algo=exact step=95 auc 0.477831->0.479214
seed=2 init=zero algo=exact step=96 auc 0.479214->0.480491
seed=2 init=zero algo=exact step=97 auc 0.480491->0.481856
seed=2 init=zero algo=exact step=98 auc 0.481856->0.483179
seed=2 init=zero algo=exact step=99 auc 0.483179->0.484393
seed=2 init=zero algo=exact step=100 auc 0.484393->0.485606
seed=2 init=zero algo=exact step=101 auc 0.485606->0.486915
seed=2 init=zero algo=exact step=102 auc 0.486915->0.488249
seed=2 init=zero algo=exact step=103 auc 0.488249->0.489550
seed=2 init=zero algo=exact step=104 auc 0.489550->0.490905
seed=2 init=zero algo=exact step=105 auc 0.490905->0.492270
seed=2 init=zero algo=exact step=106 auc 0.492270->0.493674
seed=2 init=zero algo=exact step=107 auc 0.493674->0.495061
seed=2 init=zero algo=exact step=108 auc 0.495061->0.496278
seed=2 init=zero algo=exact step=109 auc 0.496278->0.497506
seed=2 init=zero algo=exact step=110 auc 0.497506->0.498815
seed=2 init=zero algo=exact step=111 auc 0.498815->0.500148
seed=2 init=zero algo=exact step=112 auc 0.500148->0.501482
seed=2 init=zero algo=exact step=113 auc 0.501482->0.502928
seed=2 init=zero algo=exact step=114 auc 0.502928->0.504336
seed=2 init=zero algo=exact step=115 auc 0.504336->0.505772
seed=2 init=zero algo=exact step=116 auc 0.505772->0.507260
seed=2 init=zero algo=exact step=117 auc 0.507260->0.508590
seed=2 init=zero algo=exact step=118 auc 0.508590->0.509991
seed=2 init=zero algo=exact step=119 auc 0.509991->0.511473
seed=2 init=zero algo=exact step=120 auc 0.511473->0.513000
seed=2 init=zero algo=exact step=121 auc 0.513000->0.514443
seed=2 init=zero algo=exact step=122 auc 0.514443->0.515992
seed=2 init=zero algo=exact step=123 auc 0.515992->0.517601
seed=2 init=zero algo=exact step=124 auc 0.517601->0.519157
seed=2 init=zero algo=exact step=125 auc 0.519157->0.520585
seed=2 init=zero algo=exact step=126 auc 0.520585->0.521926
seed=2 init=zero algo=exact step=127 auc 0.521926->0.523394
seed=2 init=zero algo=exact step=128 auc 0.523394->0.524939
seed=2 init=zero algo=exact step=129 auc 0.524939->0.526382
seed=2 init=zero algo=exact step=130 auc 0.526382->0.528019
seed=2 init=zero algo=exact step=131 auc 0.528019->0.529493
seed=2 init=zero algo=exact step=132 auc 0.529493->0.530964
seed=2 init=zero algo=exact step=133 auc 0.530964->0.532414
seed=2 init=zero algo=exact step=134 auc 0.532414->0.534037
seed=2 init=zero algo=exact step=135 auc 0.534037->0.535572
seed=2 init=zero algo=exact step=136 auc 0.535572->0.537149
seed=2 init=zero algo=exact step=137 auc 0.537149->0.538796
seed=2 init=zero algo=exact step=138 auc 0.538796->0.540162
seed=2 init=zero algo=exact step=139 auc 0.540162->0.541481
seed=2 init=zero algo=exact step=140 auc 0.541481->0.542970
seed=2 init=zero algo=exact step=141 auc 0.542970->0.544423
seed=2 init=zero algo=exact step=142 auc 0.544423->0.545817
seed=2 init=zero algo=exact step=143 auc 0.545817->0.547341
seed=2 init=zero algo=exact step=144 auc 0.547341->0.549020
seed=2 init=zero algo=exact step=145 auc 0.549020->0.550707
seed=2 init=zero algo=exact step=146 auc 0.550707->0.552128
seed=2 init=zero algo=exact step=147 auc 0.552128->0.553684
seed=2 init=zero algo=exact step=148 auc 0.553684->0.555307
seed=2 init=zero algo=exact step=149 auc 0.555307->0.556785
seed=2 init=zero algo=exact step=150 auc 0.556785->0.558313
seed=2 init=zero algo=exact step=151 auc 0.558313->0.559759
seed=2 init=zero algo=exact step=152 auc 0.559759->0.561431
seed=2 init=zero algo=exact step=153 auc 0.561431->0.562832
seed=2 init=zero algo=exact step=154 auc 0.562832->0.564229
seed=2 init=zero algo=exact step=155 auc 0.564229->0.565764
seed=2 init=zero algo=exact step=156 auc 0.565764->0.567274
seed=2 init=zero algo=exact step=157 auc 0.567274->0.569038
seed=2 init=zero algo=exact step=158 auc 0.569038->0.570639
seed=2 init=zero algo=exact step=159 auc 0.570639->0.571973
seed=2 init=zero algo=exact step=160 auc 0.571973->0.573359
seed=2 init=zero algo=exact step=161 auc 0.573359->0.574682
seed=2 init=zero algo=exact step=162 auc 0.574682->0.576065
seed=2 init=zero algo=exact step=163 auc 0.576065->0.577434
seed=2 init=zero algo=exact step=164 auc 0.577434->0.578771
seed=2 init=zero algo=exact step=165 auc 0.578771->0.580482
seed=2 init=zero algo=exact step=166 auc 0.580482->0.581872
seed=2 init=zero algo=exact step=167 auc 0.581872->0.583255
seed=2 init=zero algo=exact step=168 auc 0.583255->0.584786
seed=2 init=zero algo=exact step=169 auc 0.584786->0.586127
seed=2 init=zero algo=exact step=170 auc 0.586127->0.587570
seed=2 init=zero algo=exact step=171 auc 0.587570->0.589284
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seed=2 init=zero algo=exact step=173 auc 0.590854->0.592495
seed=2 init=zero algo=exact step=174 auc 0.592495->0.594121
seed=2 init=zero algo=exact step=175 auc 0.594121->0.595871
seed=2 init=zero algo=exact step=176 auc 0.595871->0.597561
seed=2 init=zero algo=exact step=177 auc 0.597561->0.599131
seed=2 init=zero algo=exact step=178 auc 0.599131->0.600736
seed=2 init=zero algo=exact step=179 auc 0.600736->0.601960
seed=2 init=zero algo=exact step=180 auc 0.601960->0.603452
seed=2 init=zero algo=exact step=181 auc 0.603452->0.604962
seed=2 init=zero algo=exact step=182 auc 0.604962->0.606398
seed=2 init=zero algo=exact step=183 auc 0.606398->0.607291
seed=2 init=zero algo=exact step=184 auc 0.607291->0.608818
seed=2 init=zero algo=exact step=185 auc 0.608818->0.609841
seed=2 init=zero algo=exact step=186 auc 0.609841->0.611422
seed=2 init=zero algo=exact step=187 auc 0.611422->0.612456
seed=2 init=zero algo=exact step=188 auc 0.612456->0.613521
seed=2 init=zero algo=exact step=189 auc 0.613521->0.614968
seed=2 init=zero algo=exact step=190 auc 0.614968->0.616005
seed=2 init=zero algo=exact step=191 auc 0.616005->0.617501
seed=2 init=zero algo=exact step=192 auc 0.617501->0.618573
seed=2 init=zero algo=exact step=193 auc 0.618573->0.619543
seed=2 init=zero algo=exact step=194 auc 0.619543->0.620580
seed=2 init=zero algo=exact step=195 auc 0.620580->0.621840
seed=2 init=zero algo=exact step=196 auc 0.621840->0.622926
seed=2 init=zero algo=exact step=197 auc 0.622926->0.623967
seed=2 init=zero algo=exact step=198 auc 0.623967->0.625294
seed=2 init=zero algo=exact step=199 auc 0.625294->0.626313
seed=2 init=zero algo=exact step=200 auc 0.626313->0.627700
seed=2 init=zero algo=exact step=201 auc 0.627700->0.628638
seed=2 init=zero algo=exact step=202 auc 0.628638->0.630085
seed=2 init=zero algo=exact step=203 auc 0.630085->0.631132
seed=2 init=zero algo=exact step=204 auc 0.631132->0.632381
seed=2 init=zero algo=exact step=205 auc 0.632381->0.633503
seed=2 init=zero algo=exact step=206 auc 0.633503->0.634629
seed=2 init=zero algo=exact step=207 auc 0.634629->0.635712
seed=2 init=zero algo=exact step=208 auc 0.635712->0.636618
seed=2 init=zero algo=exact step=209 auc 0.636618->0.638061
seed=2 init=zero algo=exact step=210 auc 0.638061->0.639409
seed=2 init=zero algo=exact step=211 auc 0.639409->0.640852
seed=2 init=zero algo=exact step=212 auc 0.640852->0.642104
seed=2 init=zero algo=exact step=213 auc 0.642104->0.643367
seed=2 init=zero algo=exact step=214 auc 0.643367->0.644718
seed=2 init=zero algo=exact step=215 auc 0.644718->0.645749
seed=2 init=zero algo=exact step=216 auc 0.645749->0.646825
seed=2 init=zero algo=exact step=217 auc 0.646825->0.648045
seed=2 init=zero algo=exact step=218 auc 0.648045->0.649100
seed=2 init=zero algo=exact step=219 auc 0.649100->0.650377
seed=2 init=zero algo=exact step=220 auc 0.650377->0.651619
seed=2 init=zero algo=exact step=221 auc 0.651619->0.652804
seed=2 init=zero algo=exact step=222 auc 0.652804->0.653972
seed=2 init=zero algo=exact step=223 auc 0.653972->0.655232
seed=2 init=zero algo=exact step=224 auc 0.655232->0.656459
seed=2 init=zero algo=exact step=225 auc 0.656459->0.657655
seed=2 init=zero algo=exact step=226 auc 0.657655->0.658869
seed=2 init=zero algo=exact step=227 auc 0.658869->0.660216
seed=2 init=zero algo=exact step=228 auc 0.660216->0.661568
seed=2 init=zero algo=exact step=229 auc 0.661568->0.662760
seed=2 init=zero algo=exact step=230 auc 0.662760->0.664164
seed=2 init=zero algo=exact step=231 auc 0.664164->0.665530
seed=2 init=zero algo=exact step=232 auc 0.665530->0.666553
seed=2 init=zero algo=exact step=233 auc 0.666553->0.667653
seed=2 init=zero algo=exact step=234 auc 0.667653->0.668514
seed=2 init=zero algo=exact step=235 auc 0.668514->0.669562
seed=2 init=zero algo=exact step=236 auc 0.669562->0.670998
seed=2 init=zero algo=exact step=237 auc 0.670998->0.672462
seed=2 init=zero algo=exact step=238 auc 0.672462->0.673781
seed=2 init=zero algo=exact step=239 auc 0.673781->0.675005
seed=2 init=zero algo=exact step=240 auc 0.675005->0.676191
seed=2 init=zero algo=exact step=241 auc 0.676191->0.677352
seed=2 init=zero algo=exact step=242 auc 0.677352->0.678279
seed=2 init=zero algo=exact step=243 auc 0.678279->0.679327
seed=2 init=zero algo=exact step=244 auc 0.679327->0.680756
seed=2 init=zero algo=exact step=245 auc 0.680756->0.682044
seed=2 init=zero algo=exact step=246 auc 0.682044->0.683317
seed=2 init=zero algo=exact step=247 auc 0.683317->0.684870
seed=2 init=zero algo=exact step=248 auc 0.684870->0.686217
seed=2 init=zero algo=exact step=249 auc 0.686217->0.687579
seed=2 init=zero algo=exact step=250 auc 0.687579->0.688856
seed=2 init=zero algo=exact step=251 auc 0.688856->0.690168
seed=2 init=zero algo=exact step=252 auc 0.690168->0.691460
seed=2 init=zero algo=exact step=253 auc 0.691460->0.692836
seed=2 init=zero algo=exact step=254 auc 0.692836->0.694271
seed=2 init=zero algo=exact step=255 auc 0.694271->0.695203
seed=2 init=zero algo=exact step=256 auc 0.695203->0.696141
seed=2 init=zero algo=exact step=257 auc 0.696141->0.697637
seed=2 init=zero algo=exact step=258 auc 0.697637->0.699461
seed=2 init=zero algo=exact step=259 auc 0.699461->0.701175
seed=2 init=zero algo=exact step=260 auc 0.701175->0.703052
seed=2 init=zero algo=exact step=261 auc 0.703052->0.704837
seed=2 init=zero algo=exact step=262 auc 0.704837->0.705991
seed=2 init=zero algo=exact step=263 auc 0.705991->0.707356
seed=2 init=zero algo=exact step=264 auc 0.707356->0.708785
seed=2 init=zero algo=exact step=265 auc 0.708785->0.709946
seed=2 init=zero algo=exact step=266 auc 0.709946->0.711152
seed=2 init=zero algo=exact step=267 auc 0.711152->0.712747
seed=2 init=zero algo=exact step=268 auc 0.712747->0.713954
seed=2 init=zero algo=exact step=269 auc 0.713954->0.715220
seed=2 init=zero algo=exact step=270 auc 0.715220->0.716490
seed=2 init=zero algo=exact step=271 auc 0.716490->0.717820
seed=2 init=zero algo=exact step=272 auc 0.717820->0.719376
seed=2 init=zero algo=exact step=273 auc 0.719376->0.720417
seed=2 init=zero algo=exact step=274 auc 0.720417->0.721479
seed=2 init=zero algo=exact step=275 auc 0.721479->0.723236
seed=2 init=zero algo=exact step=276 auc 0.723236->0.724304
seed=2 init=zero algo=exact step=277 auc 0.724304->0.725088
seed=2 init=zero algo=exact step=278 auc 0.725088->0.726001
seed=2 init=zero algo=exact step=279 auc 0.726001->0.726703
seed=2 init=zero algo=exact step=280 auc 0.726703->0.727300
seed=2 init=zero algo=exact step=281 auc 0.727300->0.727621
seed=2 init=zero algo=exact step=282 auc 0.727621->0.728824
seed=2 init=zero algo=exact step=283 auc 0.728824->0.729649
seed=2 init=zero algo=exact step=284 auc 0.729649->0.730574
seed=2 init=zero algo=exact step=285 auc 0.730574->0.731237
seed=2 init=zero algo=exact step=286 auc 0.731237->0.732528
seed=2 init=zero algo=exact step=287 auc 0.732528->0.733689
seed=2 init=zero algo=exact step=288 auc 0.733689->0.734701
seed=2 init=zero algo=exact step=289 auc 0.734701->0.735738
seed=2 init=zero algo=exact step=290 auc 0.735738->0.736762
seed=2 init=zero algo=exact step=291 auc 0.736762->0.738077
seed=2 init=zero algo=exact step=292 auc 0.738077->0.738981
seed=2 init=zero algo=exact step=293 auc 0.738981->0.740409
seed=2 init=zero algo=exact step=294 auc 0.740409->0.741094
seed=2 init=zero algo=exact step=295 auc 0.741094->0.741926
seed=2 init=zero algo=exact step=296 auc 0.741926->0.743345
seed=2 init=zero algo=exact step=297 auc 0.743345->0.744361
seed=2 init=zero algo=exact step=298 auc 0.744361->0.745324
seed=2 init=zero algo=exact step=299 auc 0.745324->0.745962
seed=2 init=zero algo=exact step=300 auc 0.745962->0.747254
seed=2 init=zero algo=exact step=301 auc 0.747254->0.748485
seed=2 init=zero algo=exact step=302 auc 0.748485->0.749667
seed=2 init=zero algo=exact step=303 auc 0.749667->0.750729
seed=2 init=zero algo=exact step=304 auc 0.750729->0.751921
seed=2 init=zero algo=exact step=305 auc 0.751921->0.753216
seed=2 init=zero algo=exact step=306 auc 0.753216->0.754122
seed=2 init=zero algo=exact step=307 auc 0.754122->0.754937
seed=2 init=zero algo=exact step=308 auc 0.754937->0.756211
seed=2 init=zero algo=exact step=309 auc 0.756211->0.757368
seed=2 init=zero algo=exact step=310 auc 0.757368->0.758381
seed=2 init=zero algo=exact step=311 auc 0.758381->0.759337
seed=2 init=zero algo=exact step=312 auc 0.759337->0.760959
seed=2 init=zero algo=exact step=313 auc 0.760959->0.762512
seed=2 init=zero algo=exact step=314 auc 0.762512->0.764269
seed=2 init=zero algo=exact step=315 auc 0.764269->0.765955
seed=2 init=zero algo=exact step=316 auc 0.765955->0.767610
seed=2 init=zero algo=exact step=317 auc 0.767610->0.769172
seed=2 init=zero algo=exact step=318 auc 0.769172->0.770749
seed=2 init=zero algo=exact step=319 auc 0.770749->0.772344
seed=2 init=zero algo=exact step=320 auc 0.772344->0.773177
seed=2 init=zero algo=exact step=321 auc 0.773177->0.773946
seed=2 init=zero algo=exact step=322 auc 0.773946->0.774641
seed=2 init=zero algo=exact step=323 auc 0.774641->0.776348
seed=2 init=zero algo=exact step=324 auc 0.776348->0.777742
seed=2 init=zero algo=exact step=325 auc 0.777742->0.778938
seed=2 init=zero algo=exact step=326 auc 0.778938->0.780218
seed=2 init=zero algo=exact step=327 auc 0.780218->0.781305
seed=2 init=zero algo=exact step=328 auc 0.781305->0.782621
seed=2 init=zero algo=exact step=329 auc 0.782621->0.783803
seed=2 init=zero algo=exact step=330 auc 0.783803->0.783976
seed=2 init=zero algo=exact step=331 auc 0.783976->0.785168
seed=2 init=zero algo=exact step=332 auc 0.785168->0.785464
seed=2 init=zero algo=exact step=333 auc 0.785464->0.786667
seed=2 init=zero algo=exact step=334 auc 0.786667->0.788244
seed=2 init=zero algo=exact step=335 auc 0.788244->0.789666
seed=2 init=zero algo=exact step=336 auc 0.789666->0.789984
seed=2 init=zero algo=exact step=337 auc 0.789984->0.790135
seed=2 init=zero algo=exact step=338 auc 0.790135->0.790477
seed=2 init=zero algo=exact step=339 auc 0.790477->0.790643
seed=2 init=zero algo=exact step=340 auc 0.790643->0.791017
seed=2 init=zero algo=exact step=341 auc 0.791017->0.791504
seed=2 init=zero algo=exact step=342 auc 0.791504->0.791980
seed=2 init=zero algo=exact step=343 auc 0.791980->0.792347
seed=2 init=zero algo=exact step=344 auc 0.792347->0.792816
seed=2 init=zero algo=exact step=345 auc 0.792816->0.793166
seed=2 init=zero algo=exact step=346 auc 0.793166->0.793603
seed=2 init=zero algo=exact step=347 auc 0.793603->0.794076
seed=2 init=zero algo=exact step=348 auc 0.794076->0.794295
seed=2 init=zero algo=exact step=349 auc 0.794295->0.794856
seed=2 init=zero algo=exact step=350 auc 0.794856->0.795057
seed=2 init=zero algo=exact step=351 auc 0.795057->0.795424
seed=2 init=zero algo=exact step=352 auc 0.795424->0.795635
seed=2 init=zero algo=exact step=353 auc 0.795635->0.796083
seed=2 init=zero algo=exact step=354 auc 0.796083->0.796524
seed=2 init=zero algo=exact step=355 auc 0.796524->0.796817
seed=2 init=zero algo=exact step=356 auc 0.796817->0.796919
seed=2 init=zero algo=exact step=357 auc 0.796919->0.797410
seed=2 init=zero algo=exact step=358 auc 0.797410->0.797650
seed=2 init=zero algo=exact step=359 auc 0.797650->0.797681
seed=2 init=zero algo=exact step=360 auc 0.797681->0.797681
seed=2 init=zero algo=exact step=0 aum Inf->2504.168547
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seed=2 init=zero algo=exact step=5 aum 2456.433517->2443.812454
seed=2 init=zero algo=exact step=6 aum 2443.812454->2431.590322
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seed=2 init=zero algo=exact step=11 aum 2385.321287->2374.054456
seed=2 init=zero algo=exact step=12 aum 2374.054456->2362.463411
seed=2 init=zero algo=exact step=13 aum 2362.463411->2351.419021
seed=2 init=zero algo=exact step=14 aum 2351.419021->2340.362771
seed=2 init=zero algo=exact step=15 aum 2340.362771->2329.484702
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seed=2 init=zero algo=exact step=18 aum 2307.472776->2296.388789
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seed=2 init=zero algo=exact step=26 aum 2216.433941->2204.874451
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seed=2 init=zero algo=exact step=30 aum 2166.292036->2152.616178
seed=2 init=zero algo=exact step=31 aum 2152.616178->2139.732791
seed=2 init=zero algo=exact step=32 aum 2139.732791->2126.885933
seed=2 init=zero algo=exact step=33 aum 2126.885933->2114.308603
seed=2 init=zero algo=exact step=34 aum 2114.308603->2100.735269
seed=2 init=zero algo=exact step=35 aum 2100.735269->2089.075647
seed=2 init=zero algo=exact step=36 aum 2089.075647->2077.335167
seed=2 init=zero algo=exact step=37 aum 2077.335167->2064.912341
seed=2 init=zero algo=exact step=38 aum 2064.912341->2052.132843
seed=2 init=zero algo=exact step=39 aum 2052.132843->2039.750833
seed=2 init=zero algo=exact step=40 aum 2039.750833->2027.397050
seed=2 init=zero algo=exact step=41 aum 2027.397050->2015.534090
seed=2 init=zero algo=exact step=42 aum 2015.534090->2003.599909
seed=2 init=zero algo=exact step=43 aum 2003.599909->1991.832602
seed=2 init=zero algo=exact step=44 aum 1991.832602->1980.149021
seed=2 init=zero algo=exact step=45 aum 1980.149021->1968.192770
seed=2 init=zero algo=exact step=46 aum 1968.192770->1956.055509
seed=2 init=zero algo=exact step=47 aum 1956.055509->1943.871823
seed=2 init=zero algo=exact step=48 aum 1943.871823->1932.183796
seed=2 init=zero algo=exact step=49 aum 1932.183796->1920.120119
seed=2 init=zero algo=exact step=50 aum 1920.120119->1907.556292
seed=2 init=zero algo=exact step=51 aum 1907.556292->1895.994569
seed=2 init=zero algo=exact step=52 aum 1895.994569->1883.594330
seed=2 init=zero algo=exact step=53 aum 1883.594330->1871.526931
seed=2 init=zero algo=exact step=54 aum 1871.526931->1859.720320
seed=2 init=zero algo=exact step=55 aum 1859.720320->1848.248329
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seed=2 init=zero algo=exact step=58 aum 1825.033452->1814.291993
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seed=2 init=zero algo=exact step=61 aum 1793.191250->1782.847025
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seed=2 init=zero algo=exact step=65 aum 1751.817575->1741.583136
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seed=2 init=zero algo=exact step=67 aum 1731.066955->1720.269801
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seed=2 init=zero algo=exact step=71 aum 1689.913017->1679.450424
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seed=2 init=zero algo=exact step=74 aum 1658.482832->1648.369957
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seed=2 init=zero algo=exact step=80 aum 1599.293750->1590.397036
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seed=2 init=zero algo=exact step=100 aum 1416.574619->1407.631098
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seed=2 init=zero algo=exact step=147 aum 1063.918709->1058.157102
seed=2 init=zero algo=exact step=148 aum 1058.157102->1052.172346
seed=2 init=zero algo=exact step=149 aum 1052.172346->1046.528647
seed=2 init=zero algo=exact step=150 aum 1046.528647->1040.258386
seed=2 init=zero algo=exact step=151 aum 1040.258386->1033.850225
seed=2 init=zero algo=exact step=152 aum 1033.850225->1028.485205
seed=2 init=zero algo=exact step=153 aum 1028.485205->1023.301699
seed=2 init=zero algo=exact step=154 aum 1023.301699->1018.038507
seed=2 init=zero algo=exact step=155 aum 1018.038507->1012.759356
seed=2 init=zero algo=exact step=156 aum 1012.759356->1006.398107
seed=2 init=zero algo=exact step=157 aum 1006.398107->1000.545259
seed=2 init=zero algo=exact step=158 aum 1000.545259->996.270915
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seed=2 init=zero algo=exact step=160 aum 991.526381->987.107574
seed=2 init=zero algo=exact step=161 aum 987.107574->980.379091
seed=2 init=zero algo=exact step=162 aum 980.379091->975.273848
seed=2 init=zero algo=exact step=163 aum 975.273848->969.969902
seed=2 init=zero algo=exact step=164 aum 969.969902->964.291860
seed=2 init=zero algo=exact step=165 aum 964.291860->958.775290
seed=2 init=zero algo=exact step=166 aum 958.775290->952.747384
seed=2 init=zero algo=exact step=167 aum 952.747384->946.240278
seed=2 init=zero algo=exact step=168 aum 946.240278->939.937347
seed=2 init=zero algo=exact step=169 aum 939.937347->933.118193
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seed=2 init=zero algo=exact step=171 aum 926.570545->920.387927
seed=2 init=zero algo=exact step=172 aum 920.387927->912.899200
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seed=2 init=zero algo=exact step=176 aum 890.607924->883.776275
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seed=2 init=zero algo=exact step=182 aum 854.074445->847.943614
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seed=2 init=zero algo=exact step=184 aum 844.497248->837.880303
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seed=2 init=zero algo=exact step=189 aum 819.518819->812.950410
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seed=2 init=zero algo=exact step=192 aum 804.792758->798.794149
seed=2 init=zero algo=exact step=193 aum 798.794149->795.050099
seed=2 init=zero algo=exact step=194 aum 795.050099->791.118831
seed=2 init=zero algo=exact step=195 aum 791.118831->787.255314
seed=2 init=zero algo=exact step=196 aum 787.255314->780.894625
seed=2 init=zero algo=exact step=197 aum 780.894625->777.289369
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seed=2 init=zero algo=exact step=206 aum 743.335760->738.235576
seed=2 init=zero algo=exact step=207 aum 738.235576->733.164764
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seed=2 init=zero algo=exact step=216 aum 695.901988->691.876393
seed=2 init=zero algo=exact step=217 aum 691.876393->687.707694
seed=2 init=zero algo=exact step=218 aum 687.707694->682.526987
seed=2 init=zero algo=exact step=219 aum 682.526987->678.324657
seed=2 init=zero algo=exact step=220 aum 678.324657->673.883467
seed=2 init=zero algo=exact step=221 aum 673.883467->669.688220
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seed=2 init=zero algo=exact step=223 aum 665.544440->661.177258
seed=2 init=zero algo=exact step=224 aum 661.177258->657.041193
seed=2 init=zero algo=exact step=225 aum 657.041193->653.040697
seed=2 init=zero algo=exact step=226 aum 653.040697->648.479202
seed=2 init=zero algo=exact step=227 aum 648.479202->643.941833
seed=2 init=zero algo=exact step=228 aum 643.941833->639.622084
seed=2 init=zero algo=exact step=229 aum 639.622084->635.486383
seed=2 init=zero algo=exact step=230 aum 635.486383->630.578231
seed=2 init=zero algo=exact step=231 aum 630.578231->627.741967
seed=2 init=zero algo=exact step=232 aum 627.741967->624.775272
seed=2 init=zero algo=exact step=233 aum 624.775272->619.626804
seed=2 init=zero algo=exact step=234 aum 619.626804->617.886419
seed=2 init=zero algo=exact step=235 aum 617.886419->613.519955
seed=2 init=zero algo=exact step=236 aum 613.519955->608.972089
seed=2 init=zero algo=exact step=237 aum 608.972089->604.634090
seed=2 init=zero algo=exact step=238 aum 604.634090->600.035239
seed=2 init=zero algo=exact step=239 aum 600.035239->597.012670
seed=2 init=zero algo=exact step=240 aum 597.012670->594.057919
seed=2 init=zero algo=exact step=241 aum 594.057919->589.719905
seed=2 init=zero algo=exact step=242 aum 589.719905->586.837814
seed=2 init=zero algo=exact step=243 aum 586.837814->582.158353
seed=2 init=zero algo=exact step=244 aum 582.158353->577.516661
seed=2 init=zero algo=exact step=245 aum 577.516661->574.396292
seed=2 init=zero algo=exact step=246 aum 574.396292->570.678456
seed=2 init=zero algo=exact step=247 aum 570.678456->567.038825
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seed=2 init=zero algo=exact step=249 aum 562.268659->559.305733
seed=2 init=zero algo=exact step=250 aum 559.305733->556.526662
seed=2 init=zero algo=exact step=251 aum 556.526662->552.869516
seed=2 init=zero algo=exact step=252 aum 552.869516->548.512929
seed=2 init=zero algo=exact step=253 aum 548.512929->544.479985
seed=2 init=zero algo=exact step=254 aum 544.479985->540.280078
seed=2 init=zero algo=exact step=255 aum 540.280078->536.616908
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seed=2 init=zero algo=exact step=257 aum 532.044302->527.841807
seed=2 init=zero algo=exact step=258 aum 527.841807->523.425845
seed=2 init=zero algo=exact step=259 aum 523.425845->518.616517
seed=2 init=zero algo=exact step=260 aum 518.616517->517.020858
seed=2 init=zero algo=exact step=261 aum 517.020858->514.324458
seed=2 init=zero algo=exact step=262 aum 514.324458->510.068834
seed=2 init=zero algo=exact step=263 aum 510.068834->507.521775
seed=2 init=zero algo=exact step=264 aum 507.521775->504.811097
seed=2 init=zero algo=exact step=265 aum 504.811097->502.208640
seed=2 init=zero algo=exact step=266 aum 502.208640->499.472719
seed=2 init=zero algo=exact step=267 aum 499.472719->495.715525
seed=2 init=zero algo=exact step=268 aum 495.715525->494.156220
seed=2 init=zero algo=exact step=269 aum 494.156220->490.806688
seed=2 init=zero algo=exact step=270 aum 490.806688->487.002560
seed=2 init=zero algo=exact step=271 aum 487.002560->483.263981
seed=2 init=zero algo=exact step=272 aum 483.263981->479.622937
seed=2 init=zero algo=exact step=273 aum 479.622937->476.221864
seed=2 init=zero algo=exact step=274 aum 476.221864->472.645495
seed=2 init=zero algo=exact step=275 aum 472.645495->473.354956
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seed=2 init=zero algo=hybrid step=2 auc 0.514267->0.497276
seed=2 init=zero algo=hybrid step=0 aum Inf->2504.168547
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seed=2 init=zero algo=hybrid step=2 aum 1864.246844->1659.185575
seed=2 init=zero algo=hybrid step=3 aum 1659.185575->1382.465176
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seed=2 init=zero algo=hybrid step=5 aum 1270.541195->1175.275760
seed=2 init=zero algo=hybrid step=6 aum 1175.275760->1097.109470
seed=2 init=zero algo=hybrid step=7 aum 1097.109470->1037.963563
seed=2 init=zero algo=hybrid step=8 aum 1037.963563->1002.736492
seed=2 init=zero algo=hybrid step=9 aum 1002.736492->978.347331
seed=2 init=zero algo=hybrid step=10 aum 978.347331->960.203606
seed=2 init=zero algo=hybrid step=11 aum 960.203606->914.983290
seed=2 init=zero algo=hybrid step=12 aum 914.983290->835.299898
seed=2 init=zero algo=hybrid step=13 aum 835.299898->716.172753
seed=2 init=zero algo=hybrid step=14 aum 716.172753->697.041879
seed=2 init=zero algo=hybrid step=15 aum 697.041879->684.572740
seed=2 init=zero algo=hybrid step=16 aum 684.572740->677.926810
seed=2 init=zero algo=hybrid step=17 aum 677.926810->672.133486
seed=2 init=zero algo=hybrid step=18 aum 672.133486->646.252297
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seed=3 init=zero algo=exact step=6 auc 0.893496->0.893676
seed=3 init=zero algo=exact step=7 auc 0.893676->0.893912
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seed=3 init=zero algo=exact step=10 auc 0.894293->0.894367
seed=3 init=zero algo=exact step=11 auc 0.894367->0.894470
seed=3 init=zero algo=exact step=12 auc 0.894470->0.894628
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seed=3 init=zero algo=exact step=14 auc 0.894780->0.894928
seed=3 init=zero algo=exact step=15 auc 0.894928->0.895038
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seed=3 init=zero algo=exact step=19 auc 0.895503->0.895620
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seed=3 init=zero algo=exact step=21 auc 0.895680->0.895835
seed=3 init=zero algo=exact step=22 auc 0.895835->0.895930
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seed=3 init=zero algo=exact step=6 aum 544.929661->541.442504
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seed=3 init=zero algo=exact step=9 aum 534.452071->530.930918
seed=3 init=zero algo=exact step=10 aum 530.930918->527.436219
seed=3 init=zero algo=exact step=11 aum 527.436219->523.857836
seed=3 init=zero algo=exact step=12 aum 523.857836->520.356086
seed=3 init=zero algo=exact step=13 aum 520.356086->516.836613
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seed=3 init=zero algo=exact step=15 aum 513.290717->509.787259
seed=3 init=zero algo=exact step=16 aum 509.787259->506.210853
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seed=3 init=zero algo=exact step=23 aum 486.117314->482.783751
seed=3 init=zero algo=exact step=24 aum 482.783751->479.427487
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seed=3 init=zero algo=exact step=32 aum 457.122654->453.888112
seed=3 init=zero algo=exact step=33 aum 453.888112->450.685173
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seed=3 init=zero algo=exact step=36 aum 444.393179->441.233681
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seed=3 init=zero algo=exact step=108 aum 271.987597->270.189394
seed=3 init=zero algo=exact step=109 aum 270.189394->268.420730
seed=3 init=zero algo=exact step=110 aum 268.420730->266.655255
seed=3 init=zero algo=exact step=111 aum 266.655255->264.987517
seed=3 init=zero algo=exact step=112 aum 264.987517->263.307901
seed=3 init=zero algo=exact step=113 aum 263.307901->261.678500
seed=3 init=zero algo=exact step=114 aum 261.678500->260.090823
seed=3 init=zero algo=exact step=115 aum 260.090823->258.438814
seed=3 init=zero algo=exact step=116 aum 258.438814->256.886519
seed=3 init=zero algo=exact step=117 aum 256.886519->255.326518
seed=3 init=zero algo=exact step=118 aum 255.326518->253.899355
seed=3 init=zero algo=exact step=119 aum 253.899355->252.258765
seed=3 init=zero algo=exact step=120 aum 252.258765->250.638727
seed=3 init=zero algo=exact step=121 aum 250.638727->249.375873
seed=3 init=zero algo=exact step=122 aum 249.375873->247.895133
seed=3 init=zero algo=exact step=123 aum 247.895133->246.424586
seed=3 init=zero algo=exact step=124 aum 246.424586->244.920868
seed=3 init=zero algo=exact step=125 aum 244.920868->243.444515
seed=3 init=zero algo=exact step=126 aum 243.444515->242.008963
seed=3 init=zero algo=exact step=127 aum 242.008963->240.503622
seed=3 init=zero algo=exact step=128 aum 240.503622->239.006494
seed=3 init=zero algo=exact step=129 aum 239.006494->237.638358
seed=3 init=zero algo=exact step=130 aum 237.638358->236.305980
seed=3 init=zero algo=exact step=131 aum 236.305980->234.973682
seed=3 init=zero algo=exact step=132 aum 234.973682->233.658857
seed=3 init=zero algo=exact step=133 aum 233.658857->232.407800
seed=3 init=zero algo=exact step=134 aum 232.407800->231.040335
seed=3 init=zero algo=exact step=135 aum 231.040335->229.823171
seed=3 init=zero algo=exact step=136 aum 229.823171->228.649881
seed=3 init=zero algo=exact step=137 aum 228.649881->227.471199
seed=3 init=zero algo=exact step=138 aum 227.471199->226.241317
seed=3 init=zero algo=exact step=139 aum 226.241317->225.031406
seed=3 init=zero algo=exact step=140 aum 225.031406->223.890767
seed=3 init=zero algo=exact step=141 aum 223.890767->222.712089
seed=3 init=zero algo=exact step=142 aum 222.712089->221.519092
seed=3 init=zero algo=exact step=143 aum 221.519092->220.407506
seed=3 init=zero algo=exact step=144 aum 220.407506->219.134134
seed=3 init=zero algo=exact step=145 aum 219.134134->217.795689
seed=3 init=zero algo=exact step=146 aum 217.795689->216.717015
seed=3 init=zero algo=exact step=147 aum 216.717015->215.710273
seed=3 init=zero algo=exact step=148 aum 215.710273->214.633826
seed=3 init=zero algo=exact step=149 aum 214.633826->213.580863
seed=3 init=zero algo=exact step=150 aum 213.580863->212.550846
seed=3 init=zero algo=exact step=151 aum 212.550846->211.482818
seed=3 init=zero algo=exact step=152 aum 211.482818->210.287947
seed=3 init=zero algo=exact step=153 aum 210.287947->209.340956
seed=3 init=zero algo=exact step=154 aum 209.340956->208.186055
seed=3 init=zero algo=exact step=155 aum 208.186055->207.146148
seed=3 init=zero algo=exact step=156 aum 207.146148->206.277925
seed=3 init=zero algo=exact step=157 aum 206.277925->205.235115
seed=3 init=zero algo=exact step=158 aum 205.235115->204.235447
seed=3 init=zero algo=exact step=159 aum 204.235447->203.334669
seed=3 init=zero algo=exact step=160 aum 203.334669->202.411510
seed=3 init=zero algo=exact step=161 aum 202.411510->201.499167
seed=3 init=zero algo=exact step=162 aum 201.499167->200.798123
seed=3 init=zero algo=exact step=163 aum 200.798123->200.149592
seed=3 init=zero algo=exact step=164 aum 200.149592->199.254984
seed=3 init=zero algo=exact step=165 aum 199.254984->198.674579
seed=3 init=zero algo=exact step=166 aum 198.674579->197.642960
seed=3 init=zero algo=exact step=167 aum 197.642960->197.123987
seed=3 init=zero algo=exact step=168 aum 197.123987->196.098697
seed=3 init=zero algo=exact step=169 aum 196.098697->195.291971
seed=3 init=zero algo=exact step=170 aum 195.291971->194.505087
seed=3 init=zero algo=exact step=171 aum 194.505087->193.789453
seed=3 init=zero algo=exact step=172 aum 193.789453->193.056938
seed=3 init=zero algo=exact step=173 aum 193.056938->192.311941
seed=3 init=zero algo=exact step=174 aum 192.311941->191.636278
seed=3 init=zero algo=exact step=175 aum 191.636278->190.969328
seed=3 init=zero algo=exact step=176 aum 190.969328->190.327675
seed=3 init=zero algo=exact step=177 aum 190.327675->189.703624
seed=3 init=zero algo=exact step=178 aum 189.703624->189.065342
seed=3 init=zero algo=exact step=179 aum 189.065342->188.218166
seed=3 init=zero algo=exact step=180 aum 188.218166->187.675358
seed=3 init=zero algo=exact step=181 aum 187.675358->187.141449
seed=3 init=zero algo=exact step=182 aum 187.141449->186.598250
seed=3 init=zero algo=exact step=183 aum 186.598250->186.112122
seed=3 init=zero algo=exact step=184 aum 186.112122->185.673595
seed=3 init=zero algo=exact step=185 aum 185.673595->185.024301
seed=3 init=zero algo=exact step=186 aum 185.024301->184.672491
seed=3 init=zero algo=exact step=187 aum 184.672491->184.075839
seed=3 init=zero algo=exact step=188 aum 184.075839->183.478978
seed=3 init=zero algo=exact step=189 aum 183.478978->182.870132
seed=3 init=zero algo=exact step=190 aum 182.870132->182.530730
seed=3 init=zero algo=exact step=191 aum 182.530730->182.231954
seed=3 init=zero algo=exact step=192 aum 182.231954->181.643270
seed=3 init=zero algo=exact step=193 aum 181.643270->181.071133
seed=3 init=zero algo=exact step=194 aum 181.071133->180.513038
seed=3 init=zero algo=exact step=195 aum 180.513038->180.206684
seed=3 init=zero algo=exact step=196 aum 180.206684->179.658800
seed=3 init=zero algo=exact step=197 aum 179.658800->179.528143
seed=3 init=zero algo=exact step=198 aum 179.528143->179.048138
seed=3 init=zero algo=exact step=199 aum 179.048138->178.940935
seed=3 init=zero algo=exact step=200 aum 178.940935->178.412924
seed=3 init=zero algo=exact step=201 aum 178.412924->178.254263
seed=3 init=zero algo=exact step=202 aum 178.254263->177.715574
seed=3 init=zero algo=exact step=203 aum 177.715574->177.602144
seed=3 init=zero algo=exact step=204 aum 177.602144->177.154797
seed=3 init=zero algo=exact step=205 aum 177.154797->177.082296
seed=3 init=zero algo=exact step=206 aum 177.082296->176.674275
seed=3 init=zero algo=exact step=207 aum 176.674275->176.633879
seed=3 init=zero algo=exact step=208 aum 176.633879->176.215508
seed=3 init=zero algo=exact step=209 aum 176.215508->176.204383
seed=3 init=zero algo=exact step=210 aum 176.204383->175.738875
seed=3 init=zero algo=exact step=211 aum 175.738875->175.629307
seed=3 init=zero algo=exact step=212 aum 175.629307->175.556307
seed=3 init=zero algo=exact step=213 aum 175.556307->175.486142
seed=3 init=zero algo=exact step=214 aum 175.486142->175.447164
seed=3 init=zero algo=exact step=215 aum 175.447164->175.442007
seed=3 init=zero algo=exact step=216 aum 175.442007->175.088041
seed=3 init=zero algo=exact step=217 aum 175.088041->175.255461
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seed=4 init=IntervalRegressionCV algo=exact step=0 auc -Inf->0.976959
seed=4 init=IntervalRegressionCV algo=exact step=1 auc 0.976959->0.976649
seed=4 init=IntervalRegressionCV algo=exact step=0 aum Inf->64.507145
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seed=4 init=zero algo=grid step=2 aum 2765.771659->1569.218651
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seed=4 init=zero algo=grid step=5 aum 1095.472811->770.718737
seed=4 init=zero algo=grid step=6 aum 770.718737->457.450702
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seed=4 init=zero algo=grid step=10 aum 250.769378->253.379691
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seed=4 init=zero algo=exact step=2 aum 3374.260873->3354.148086
seed=4 init=zero algo=exact step=3 aum 3354.148086->3334.780310
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seed=4 init=zero algo=exact step=5 aum 3315.986344->3297.151061
seed=4 init=zero algo=exact step=6 aum 3297.151061->3278.439336
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seed=4 init=zero algo=exact step=11 aum 3207.451286->3190.554892
seed=4 init=zero algo=exact step=12 aum 3190.554892->3173.597802
seed=4 init=zero algo=exact step=13 aum 3173.597802->3156.239519
seed=4 init=zero algo=exact step=14 aum 3156.239519->3139.211310
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seed=4 init=zero algo=exact step=19 aum 3071.285419->3053.912410
seed=4 init=zero algo=exact step=20 aum 3053.912410->3036.930770
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seed=4 init=zero algo=exact step=24 aum 2973.895918->2951.255269
seed=4 init=zero algo=exact step=25 aum 2951.255269->2926.537483
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seed=4 init=zero algo=exact step=27 aum 2901.790780->2878.724960
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seed=4 init=zero algo=exact step=31 aum 2809.930734->2787.417746
seed=4 init=zero algo=exact step=32 aum 2787.417746->2764.943609
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seed=4 init=zero algo=exact step=35 aum 2719.189173->2697.461003
seed=4 init=zero algo=exact step=36 aum 2697.461003->2674.806132
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seed=4 init=zero algo=exact step=39 aum 2629.141551->2604.597748
seed=4 init=zero algo=exact step=40 aum 2604.597748->2580.185398
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seed=4 init=zero algo=exact step=43 aum 2532.976845->2510.224721
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seed=4 init=zero algo=exact step=156 aum 860.311354->852.439998
seed=4 init=zero algo=exact step=157 aum 852.439998->844.383639
seed=4 init=zero algo=exact step=158 aum 844.383639->836.460206
seed=4 init=zero algo=exact step=159 aum 836.460206->828.624751
seed=4 init=zero algo=exact step=160 aum 828.624751->821.134123
seed=4 init=zero algo=exact step=161 aum 821.134123->813.165143
seed=4 init=zero algo=exact step=162 aum 813.165143->805.614246
seed=4 init=zero algo=exact step=163 aum 805.614246->798.217134
seed=4 init=zero algo=exact step=164 aum 798.217134->790.802589
seed=4 init=zero algo=exact step=165 aum 790.802589->783.475741
seed=4 init=zero algo=exact step=166 aum 783.475741->776.094233
seed=4 init=zero algo=exact step=167 aum 776.094233->769.251574
seed=4 init=zero algo=exact step=168 aum 769.251574->762.536861
seed=4 init=zero algo=exact step=169 aum 762.536861->755.544708
seed=4 init=zero algo=exact step=170 aum 755.544708->748.913059
seed=4 init=zero algo=exact step=171 aum 748.913059->742.269239
seed=4 init=zero algo=exact step=172 aum 742.269239->735.912431
seed=4 init=zero algo=exact step=173 aum 735.912431->729.586081
seed=4 init=zero algo=exact step=174 aum 729.586081->722.922455
seed=4 init=zero algo=exact step=175 aum 722.922455->716.425232
seed=4 init=zero algo=exact step=176 aum 716.425232->710.375454
seed=4 init=zero algo=exact step=177 aum 710.375454->704.512988
seed=4 init=zero algo=exact step=178 aum 704.512988->698.156776
seed=4 init=zero algo=exact step=179 aum 698.156776->692.038526
seed=4 init=zero algo=exact step=180 aum 692.038526->685.930226
seed=4 init=zero algo=exact step=181 aum 685.930226->679.523275
seed=4 init=zero algo=exact step=182 aum 679.523275->672.916280
seed=4 init=zero algo=exact step=183 aum 672.916280->666.102443
seed=4 init=zero algo=exact step=184 aum 666.102443->659.444284
seed=4 init=zero algo=exact step=185 aum 659.444284->653.155296
seed=4 init=zero algo=exact step=186 aum 653.155296->646.823504
seed=4 init=zero algo=exact step=187 aum 646.823504->640.607002
seed=4 init=zero algo=exact step=188 aum 640.607002->634.289987
seed=4 init=zero algo=exact step=189 aum 634.289987->627.674014
seed=4 init=zero algo=exact step=190 aum 627.674014->621.093411
seed=4 init=zero algo=exact step=191 aum 621.093411->614.797847
seed=4 init=zero algo=exact step=192 aum 614.797847->608.690416
seed=4 init=zero algo=exact step=193 aum 608.690416->602.683675
seed=4 init=zero algo=exact step=194 aum 602.683675->597.004759
seed=4 init=zero algo=exact step=195 aum 597.004759->591.314987
seed=4 init=zero algo=exact step=196 aum 591.314987->586.213076
seed=4 init=zero algo=exact step=197 aum 586.213076->581.020201
seed=4 init=zero algo=exact step=198 aum 581.020201->575.942769
seed=4 init=zero algo=exact step=199 aum 575.942769->571.062500
seed=4 init=zero algo=exact step=200 aum 571.062500->566.278411
seed=4 init=zero algo=exact step=201 aum 566.278411->561.396925
seed=4 init=zero algo=exact step=202 aum 561.396925->556.700692
seed=4 init=zero algo=exact step=203 aum 556.700692->551.277618
seed=4 init=zero algo=exact step=204 aum 551.277618->546.257931
seed=4 init=zero algo=exact step=205 aum 546.257931->541.289019
seed=4 init=zero algo=exact step=206 aum 541.289019->536.237553
seed=4 init=zero algo=exact step=207 aum 536.237553->531.489443
seed=4 init=zero algo=exact step=208 aum 531.489443->526.714195
seed=4 init=zero algo=exact step=209 aum 526.714195->521.808384
seed=4 init=zero algo=exact step=210 aum 521.808384->517.388570
seed=4 init=zero algo=exact step=211 aum 517.388570->512.740913
seed=4 init=zero algo=exact step=212 aum 512.740913->508.091706
seed=4 init=zero algo=exact step=213 aum 508.091706->503.487346
seed=4 init=zero algo=exact step=214 aum 503.487346->498.487499
seed=4 init=zero algo=exact step=215 aum 498.487499->493.736096
seed=4 init=zero algo=exact step=216 aum 493.736096->488.652176
seed=4 init=zero algo=exact step=217 aum 488.652176->483.722775
seed=4 init=zero algo=exact step=218 aum 483.722775->478.875531
seed=4 init=zero algo=exact step=219 aum 478.875531->473.346488
seed=4 init=zero algo=exact step=220 aum 473.346488->468.349150
seed=4 init=zero algo=exact step=221 aum 468.349150->463.178838
seed=4 init=zero algo=exact step=222 aum 463.178838->457.998267
seed=4 init=zero algo=exact step=223 aum 457.998267->452.988796
seed=4 init=zero algo=exact step=224 aum 452.988796->447.798365
seed=4 init=zero algo=exact step=225 aum 447.798365->442.920124
seed=4 init=zero algo=exact step=226 aum 442.920124->438.178267
seed=4 init=zero algo=exact step=227 aum 438.178267->433.391130
seed=4 init=zero algo=exact step=228 aum 433.391130->428.896012
seed=4 init=zero algo=exact step=229 aum 428.896012->424.408774
seed=4 init=zero algo=exact step=230 aum 424.408774->421.571867
seed=4 init=zero algo=exact step=231 aum 421.571867->419.145031
seed=4 init=zero algo=exact step=232 aum 419.145031->416.572984
seed=4 init=zero algo=exact step=233 aum 416.572984->414.061337
seed=4 init=zero algo=exact step=234 aum 414.061337->411.132238
seed=4 init=zero algo=exact step=235 aum 411.132238->408.142737
seed=4 init=zero algo=exact step=236 aum 408.142737->405.229155
seed=4 init=zero algo=exact step=237 aum 405.229155->402.050122
seed=4 init=zero algo=exact step=238 aum 402.050122->399.039700
seed=4 init=zero algo=exact step=239 aum 399.039700->395.838802
seed=4 init=zero algo=exact step=240 aum 395.838802->392.767911
seed=4 init=zero algo=exact step=241 aum 392.767911->389.726157
seed=4 init=zero algo=exact step=242 aum 389.726157->386.601461
seed=4 init=zero algo=exact step=243 aum 386.601461->385.146458
seed=4 init=zero algo=exact step=244 aum 385.146458->382.084698
seed=4 init=zero algo=exact step=245 aum 382.084698->378.866543
seed=4 init=zero algo=exact step=246 aum 378.866543->377.049725
seed=4 init=zero algo=exact step=247 aum 377.049725->373.548125
seed=4 init=zero algo=exact step=248 aum 373.548125->371.456799
seed=4 init=zero algo=exact step=249 aum 371.456799->369.455515
seed=4 init=zero algo=exact step=250 aum 369.455515->365.482523
seed=4 init=zero algo=exact step=251 aum 365.482523->363.503241
seed=4 init=zero algo=exact step=252 aum 363.503241->359.593250
seed=4 init=zero algo=exact step=253 aum 359.593250->357.693727
seed=4 init=zero algo=exact step=254 aum 357.693727->353.957733
seed=4 init=zero algo=exact step=255 aum 353.957733->352.085253
seed=4 init=zero algo=exact step=256 aum 352.085253->348.073230
seed=4 init=zero algo=exact step=257 aum 348.073230->346.290538
seed=4 init=zero algo=exact step=258 aum 346.290538->344.624079
seed=4 init=zero algo=exact step=259 aum 344.624079->340.939413
seed=4 init=zero algo=exact step=260 aum 340.939413->339.066803
seed=4 init=zero algo=exact step=261 aum 339.066803->337.150931
seed=4 init=zero algo=exact step=262 aum 337.150931->334.546790
seed=4 init=zero algo=exact step=263 aum 334.546790->332.091036
seed=4 init=zero algo=exact step=264 aum 332.091036->327.765267
seed=4 init=zero algo=exact step=265 aum 327.765267->325.515483
seed=4 init=zero algo=exact step=266 aum 325.515483->323.237292
seed=4 init=zero algo=exact step=267 aum 323.237292->321.080801
seed=4 init=zero algo=exact step=268 aum 321.080801->318.885760
seed=4 init=zero algo=exact step=269 aum 318.885760->316.783517
seed=4 init=zero algo=exact step=270 aum 316.783517->314.699986
seed=4 init=zero algo=exact step=271 aum 314.699986->312.691395
seed=4 init=zero algo=exact step=272 aum 312.691395->310.787685
seed=4 init=zero algo=exact step=273 aum 310.787685->308.961833
seed=4 init=zero algo=exact step=274 aum 308.961833->307.063588
seed=4 init=zero algo=exact step=275 aum 307.063588->305.171792
seed=4 init=zero algo=exact step=276 aum 305.171792->303.249996
seed=4 init=zero algo=exact step=277 aum 303.249996->301.486832
seed=4 init=zero algo=exact step=278 aum 301.486832->300.973537
seed=4 init=zero algo=exact step=279 aum 300.973537->297.371152
seed=4 init=zero algo=exact step=280 aum 297.371152->296.781031
seed=4 init=zero algo=exact step=281 aum 296.781031->293.250155
seed=4 init=zero algo=exact step=282 aum 293.250155->292.891039
seed=4 init=zero algo=exact step=283 aum 292.891039->292.516318
seed=4 init=zero algo=exact step=284 aum 292.516318->289.223519
seed=4 init=zero algo=exact step=285 aum 289.223519->288.974634
seed=4 init=zero algo=exact step=286 aum 288.974634->285.390069
seed=4 init=zero algo=exact step=287 aum 285.390069->284.114598
seed=4 init=zero algo=exact step=288 aum 284.114598->280.709321
seed=4 init=zero algo=exact step=289 aum 280.709321->280.099747
seed=4 init=zero algo=exact step=290 aum 280.099747->276.916706
seed=4 init=zero algo=exact step=291 aum 276.916706->275.055787
seed=4 init=zero algo=exact step=292 aum 275.055787->275.298028
seed=4 init=zero algo=hybrid step=0 auc -Inf->0.472214
seed=4 init=zero algo=hybrid step=1 auc 0.472214->0.468542
seed=4 init=zero algo=hybrid step=0 aum Inf->3394.552857
seed=4 init=zero algo=hybrid step=1 aum 3394.552857->2765.771659
seed=4 init=zero algo=hybrid step=2 aum 2765.771659->1569.218651
seed=4 init=zero algo=hybrid step=3 aum 1569.218651->1327.259025
seed=4 init=zero algo=hybrid step=4 aum 1327.259025->1095.472811
seed=4 init=zero algo=hybrid step=5 aum 1095.472811->770.718737
seed=4 init=zero algo=hybrid step=6 aum 770.718737->457.450702
seed=4 init=zero algo=hybrid step=7 aum 457.450702->405.862427
seed=4 init=zero algo=hybrid step=8 aum 405.862427->371.504437
seed=4 init=zero algo=hybrid step=9 aum 371.504437->250.769378
seed=4 init=zero algo=hybrid step=10 aum 250.769378->253.379691

### [bt]: Job terminated successfully [batchtools job.id=395]
### [bt]: Calculation finished!