model,turn_progress_bin,n_samples,brier_score,log_loss
score,0.00-0.05,148976,0.11460104145217923,0.4082557685590096
score,0.05-0.10,145576,0.11235293268462913,0.38432898255639725
score,0.10-0.15,146448,0.11039400003686328,0.37247314412688576
score,0.15-0.20,144880,0.10751274313170253,0.35976550942409513
score,0.20-0.25,145400,0.10375333491535435,0.34554254733143075
score,0.25-0.30,147104,0.10159115196559707,0.33687272020076
score,0.30-0.35,145672,0.09908220444916994,0.328617694097286
score,0.35-0.40,144760,0.09584494543049346,0.31729239776263957
score,0.40-0.45,146368,0.09344643435622366,0.3088870491463647
score,0.45-0.50,144184,0.09088897859007226,0.2998467548265719
score,0.50-0.55,147184,0.08856758645167988,0.29194064088695343
score,0.55-0.60,146808,0.08642291234545228,0.2845729599302658
score,0.60-0.65,144752,0.08466761021338595,0.2782193004183092
score,0.65-0.70,146464,0.08195781207711561,0.26952076503229105
score,0.70-0.75,144432,0.07927330109370131,0.26083213179492987
score,0.75-0.80,145928,0.07697882901020478,0.25326040212842743
score,0.80-0.85,146664,0.07557657083764524,0.24831016503977202
score,0.85-0.90,145232,0.07436169531409546,0.24294302648826643
score,0.90-0.95,146368,0.0748207644253546,0.24262858033821896
score,0.95-1.00,148976,0.07591380090154709,0.24483168594912952
attention,0.00-0.05,148976,0.10918509367149236,0.37804663930574217
attention,0.05-0.10,145576,0.10707513127259231,0.3643615650401559
attention,0.10-0.15,146448,0.1075316203347259,0.36546465964600044
attention,0.15-0.20,144880,0.10545306057836451,0.35489756409055845
attention,0.20-0.25,145400,0.10186630883297099,0.3398659079925277
attention,0.25-0.30,147104,0.09919599210803813,0.32907297113357686
attention,0.30-0.35,145672,0.09686776913036865,0.32073622745081704
attention,0.35-0.40,144760,0.09425931533994128,0.3094630886821227
attention,0.40-0.45,146368,0.09098069244613032,0.2975561394553809
attention,0.45-0.50,144184,0.08506977262565632,0.2783648747457535
attention,0.50-0.55,147184,0.08080764226921987,0.26309283682389617
attention,0.55-0.60,146808,0.07662422897307354,0.2491098500070501
attention,0.60-0.65,144752,0.07276551299585289,0.23551589609873264
attention,0.65-0.70,146464,0.06749911349332119,0.21722098932448283
attention,0.70-0.75,144432,0.0640040278327103,0.20494820261250848
attention,0.75-0.80,145928,0.059896974455419374,0.19004794256278731
attention,0.80-0.85,146664,0.056885709185905894,0.17856133488402748
attention,0.85-0.90,145232,0.05406009636919534,0.1696323304629964
attention,0.90-0.95,146368,0.05008301008573749,0.15797320006573104
attention,0.95-1.00,148976,0.046655161224565804,0.14657547809412186
xgboost,0.00-0.05,148976,0.1075042145396162,0.36849238834679293
xgboost,0.05-0.10,145576,0.10841715885651161,0.36945449171074524
xgboost,0.10-0.15,146448,0.1086390423822471,0.36855124458995353
xgboost,0.15-0.20,144880,0.10621431775697521,0.35635501299018274
xgboost,0.20-0.25,145400,0.10263015845112616,0.3412528655548834
xgboost,0.25-0.30,147104,0.10010096490994248,0.33075172765854577
xgboost,0.30-0.35,145672,0.09754594130078541,0.3202597254825468
xgboost,0.35-0.40,144760,0.09492104060499451,0.3091218751097826
xgboost,0.40-0.45,146368,0.09345969925796485,0.3018903274654866
xgboost,0.45-0.50,144184,0.089453709177793,0.2865228369659002
xgboost,0.50-0.55,147184,0.08537277842130693,0.2732249242531397
xgboost,0.55-0.60,146808,0.08203112262124948,0.263229823315633
xgboost,0.60-0.65,144752,0.08043330986228517,0.2574521012718858
xgboost,0.65-0.70,146464,0.07638158536644597,0.24274811538533886
xgboost,0.70-0.75,144432,0.07194794181505555,0.22723193998150704
xgboost,0.75-0.80,145928,0.06826204729645374,0.21411630374979274
xgboost,0.80-0.85,146664,0.06528667465400402,0.20441464302179688
xgboost,0.85-0.90,145232,0.06106189602212363,0.19180636160050113
xgboost,0.90-0.95,146368,0.05841492842899085,0.18408077050372335
xgboost,0.95-1.00,148976,0.056625708694641036,0.17796171094124172