gloamxun/modeling_zhaocui
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Prepare minimum submission bundle

Browse Source
This commit is contained in:
gloamxun
2026-09-26 16:36:33 +08:00
parent 9cdd604117
commit 411f0f97e5
172 changed files with 12565 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
submit/final/output/q3/ati_ho/attachment4_explanations.csv
+21
View File
@@ -0,0 +1,21 @@
case_id,fixed_target_class,fixed_runner_up_class,full_logit_margin,baseline_r_negative,baseline_r_positive,analytic_vs_exact_shapley_max_abs,analytic_vs_exact_shapley_all_pass,exact_intensity_shapley_sum,intensity_full_minus_empty_coalition,intensity_shapley_efficiency_residual,coordinate_mode,physical_time_alignment,G_T_logit_negative,G_T_logit_neutral,G_T_logit_positive,G_T_r_negative,G_T_r_positive,analytic_class_shapley_T,exact_class_shapley_T,exact_intensity_shapley_T,G_A_logit_negative,G_A_logit_neutral,G_A_logit_positive,G_A_r_negative,G_A_r_positive,analytic_class_shapley_A,exact_class_shapley_A,exact_intensity_shapley_A,G_V_logit_negative,G_V_logit_neutral,G_V_logit_positive,G_V_r_negative,G_V_r_positive,analytic_class_shapley_V,exact_class_shapley_V,exact_intensity_shapley_V,G_TA_logit_negative,G_TA_logit_neutral,G_TA_logit_positive,G_TA_r_negative,G_TA_r_positive,G_TV_logit_negative,G_TV_logit_neutral,G_TV_logit_positive,G_TV_r_negative,G_TV_r_positive,G_AV_logit_negative,G_AV_logit_neutral,G_AV_logit_positive,G_AV_r_negative,G_AV_r_positive,baseline_logit_negative,full_parameter_logit_negative,baseline_logit_neutral,full_parameter_logit_neutral,baseline_logit_positive,full_parameter_logit_positive,full_parameter_r_negative,full_parameter_r_positive
01,neutral,positive,0.17453938722610474,-0.03336911275982857,-0.02806602418422699,1.5522042984272844e-08,True,-1.478951811790466,-1.4789518117904663,2.220446049250313e-16,relative_progress,False,-0.904476523399353,0.7555410265922546,0.1489354968070984,-0.3240058124065399,-0.23826012015342712,0.6066055297851562,0.6066055142631133,-1.2055534323056538,-0.07994242757558823,-0.13918815553188324,0.21913057565689087,-0.32910090684890747,-0.25575292110443115,-0.3583187460899353,-0.3583187318096558,-0.09216936429341632,-0.06264422088861465,-0.0008340037311427295,0.06347822397947311,-0.3798588216304779,-0.5035299062728882,-0.06431222707033157,-0.06431221279005209,-0.18122901519139606,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.0520095825195312,-0.003916915971785784,0.6116019487380981,0.005518266931176186,0.4370625615119934,-1.0663347244262695,-1.025609016418457
02,positive,neutral,0.6727461628615856,-0.03336911275982857,-0.02806602418422699,5.5258472686503524e-08,True,-0.40346074104309076,-0.4034607410430908,5.551115123125783e-17,relative_progress,False,-0.6345188021659851,-0.13300542533397675,0.7675241827964783,-0.2942814826965332,-0.10120987892150879,0.9005296230316162,0.9005296782900889,0.5349497596422831,-0.060333430767059326,-0.038159824907779694,0.09849324822425842,-0.2349826991558075,-0.2913568913936615,0.13665306568145752,0.13665306878586608,-0.1772233446439107,0.12454855442047119,0.12466159462928772,-0.2492101490497589,-0.07290247082710266,-0.16126064956188202,-0.37387174367904663,-0.3738717480252186,-0.7611871560414631,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-0.5752502083778381,-0.003916915971785784,-0.05042056366801262,0.005518266931176186,0.622325599193573,-0.6355358362197876,-0.5818934440612793
03,negative,neutral,0.2300729900598526,-0.03336911275982857,-0.02806602418422699,5.6965897499150486e-08,True,-2.6271680593490596,-2.62716805934906,4.440892098500626e-16,relative_progress,False,0.6437126398086548,0.233465313911438,-0.877177894115448,-0.0156564861536026,-0.19630727171897888,0.4102473258972168,0.4102472689313193,-2.6401662031809487,-0.044556912034749985,-0.10961116850376129,0.15416809916496277,-0.21152648329734802,-0.20100197196006775,0.06505425274372101,0.0650542665583392,0.0028151472409566197,-0.24782779812812805,-0.003628835082054138,0.251456618309021,-0.21738770604133606,-0.18694338202476501,-0.2441989630460739,-0.24419895295674598,0.010182996590932206,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,0.34638139605522156,-0.003916915971785784,0.11630840599536896,0.005518266931176186,-0.4660349488258362,-0.47793978452682495,-0.6123186349868774
04,negative,positive,0.7093599438667297,-0.03336911275982857,-0.02806602418422699,1.0337680578231812e-07,True,-2.610314011573791,-2.6103140115737915,4.440892098500626e-16,relative_progress,False,1.1683094501495361,-0.7724652290344238,-0.3958442211151123,0.14337058365345,0.0068162246607244015,1.5641536712646484,1.5641535678878427,-2.699520587921142,-0.11619937419891357,-0.15902423858642578,0.27522361278533936,-0.3240225911140442,-0.2022765576839447,-0.39142298698425293,-0.39142295625060797,0.043889820575714104,-0.13935381174087524,-0.17419832944869995,0.3135521411895752,-0.2877661883831024,-0.16212013363838196,-0.45290595293045044,-0.4529058923944831,0.045316755771636956,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,0.9078097343444824,-0.003916915971785784,-1.109604835510254,0.005518266931176186,0.19844979047775269,-0.5017873048782349,-0.3856464624404907
05,positive,neutral,1.5049121379852295,-0.03336911275982857,-0.02806602418422699,8.133550488675922e-08,True,-0.4806082248687743,-0.4806082248687744,1.1102230246251565e-16,relative_progress,False,-1.709882140159607,0.5530490875244141,1.1568331718444824,-0.35266321897506714,-0.29165583848953247,0.6037840843200684,0.6037841221938529,-0.2102790276209513,-0.05014742910861969,-0.11470775306224823,0.16485518217086792,-0.22012154757976532,-0.2014065831899643,0.27956295013427734,0.27956292840341723,-0.14488289753595987,-0.21467027068138123,-0.19872985780239105,0.4134001135826111,-0.24117706716060638,-0.1745043247938156,0.6121299862861633,0.6121299049506584,-0.1254462997118632,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.9796464443206787,-0.003916915971785784,0.2356945276260376,0.005518266931176186,1.740606665611267,-0.8473309278488159,-0.695632815361023
06,positive,neutral,1.9159240424633026,-0.03336911275982857,-0.02806602418422699,7.388492426207982e-08,True,-0.2154364585876466,-0.21543645858764648,-1.1102230246251565e-16,relative_progress,False,-1.2203913927078247,-0.4495927691459656,1.669984221458435,-0.37521523237228394,0.019710635766386986,2.119576930999756,2.1195768682907024,0.659255842367808,-0.12370359897613525,0.02123902551829815,0.10246457159519196,-0.13953426480293274,-0.16336387395858765,0.08122554421424866,0.0812254703293244,-0.1013184388478597,0.015853652730584145,0.1392299085855484,-0.155083566904068,-0.013930173590779305,-0.14624570310115814,-0.2943134903907776,-0.29431344879170257,-0.7733738621075948,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.3331878185272217,-0.003916915971785784,-0.2930407226085663,0.005518266931176186,1.6228833198547363,-0.5620487928390503,-0.31796497106552124
07,positive,neutral,1.3011534810066223,-0.03336911275982857,-0.02806602418422699,5.65002362673539e-08,True,-0.723442018032074,-0.723442018032074,0.0,relative_progress,False,-1.6689116954803467,0.3794674873352051,1.289444088935852,-0.42971712350845337,-0.2734326720237732,0.909976601600647,0.9099765451004107,-0.1858192980289459,-0.0658918172121048,-0.08562538027763367,0.15151719748973846,-0.22639398276805878,-0.3063961863517761,0.23714257776737213,0.2371425957729419,-0.20845401287078855,-0.12855705618858337,-0.008021022193133831,0.13657806813716888,-0.4119300842285156,-0.48094600439071655,0.1445990949869156,0.14459909809132415,-0.3291687071323395,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.8683069944381714,-0.003916915971785784,0.2819041609764099,0.005518266931176186,1.5830576419830322,-1.1014103889465332,-1.0888409614562988
08,positive,neutral,1.6082637459039688,-0.03336911275982857,-0.02806602418422699,1.0492901014735878e-07,True,-0.5725139379501343,-0.5725139379501343,0.0,relative_progress,False,-1.888288974761963,0.20506727695465088,1.6832218170166016,-0.439189612865448,-0.17151769995689392,1.4781545400619507,1.4781544351329405,0.06195046504338582,-0.041887879371643066,-0.052495844662189484,0.09438371658325195,-0.14891745150089264,-0.11223925650119781,0.14687955379486084,0.1468795457233985,0.1037632425626119,-0.04141402989625931,0.03380971401929855,0.007604313548654318,-0.35752567648887634,-0.525276780128479,-0.02620540000498295,-0.0262054322908322,-0.738227645556132,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.9765374660491943,-0.003916915971785784,0.18246422708034515,0.005518266931176186,1.790727972984314,-0.9790017604827881,-0.8370997309684753
09,negative,positive,4.036897420883179,-0.03336911275982857,-0.02806602418422699,3.5235037376679657e-07,True,-2.9891992807388306,-2.9891992807388306,0.0,relative_progress,False,2.800884246826172,-1.3056433200836182,-1.4952411651611328,0.5610975623130798,0.024273857474327087,4.296125411987305,4.2961257643376785,-2.801382025082906,-0.038079407066106796,-0.1371668577194214,0.17524628341197968,-0.26829323172569275,-0.14377743005752563,-0.21332569420337677,-0.213325595172743,0.2530961434046427,-0.04993594437837601,0.0644339919090271,-0.01449805311858654,-0.24577169120311737,-0.3168761730194092,-0.03543788939714432,-0.03543773448715607,-0.4409133990605672,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,2.7079226970672607,-0.003916915971785784,-1.3822932243347168,0.005518266931176186,-1.328974723815918,0.013663536868989468,-0.4644457697868347
10,negative,positive,1.9884863495826721,-0.03336911275982857,-0.02806602418422699,9.53053431729245e-08,True,-2.8972601890563965,-2.8972601890563965,0.0,relative_progress,False,1.9594717025756836,-1.0742477178573608,-0.8852239847183228,0.3760708272457123,0.06034252047538757,2.844695568084717,2.84469566339006,-2.984575629234314,-0.1273432970046997,-0.04922483488917351,0.17656812071800232,-0.16357895731925964,-0.07018119096755981,-0.303911417722702,-0.3039113522196809,0.034755587577819824,-0.13882485032081604,-0.26418352127075195,0.4030084013938904,-0.2881527543067932,-0.1471811681985855,-0.5418332815170288,-0.5418332458163301,0.052559852600097656,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,1.6883571147918701,-0.003916915971785784,-1.391573190689087,0.005518266931176186,-0.300129234790802,-0.10903000831604004,-0.18508586287498474
11,negative,positive,1.2935872972011566,-0.03336911275982857,-0.02806602418422699,8.195638656616211e-08,True,-2.848456025123596,-2.848456025123596,0.0,relative_progress,False,1.1382856369018555,-0.7049045562744141,-0.43338102102279663,0.16562658548355103,-0.005292731337249279,1.5716667175292969,1.5716666355729103,-2.8356826305389404,0.015153793618083,-0.04410065710544586,0.02894686535000801,-0.22009000182151794,-0.24944591522216797,-0.01379307173192501,-0.013793108053505419,-0.010202229022979736,-0.13108593225479126,0.00835040770471096,0.12273551523685455,-0.08660280704498291,-0.09405757486820221,-0.2538214325904846,-0.253821425139904,-0.0025711655616760254,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,1.017406940460205,-0.003916915971785784,-0.7445716857910156,0.005518266931176186,-0.27618035674095154,-0.1744353473186493,-0.3768622875213623
12,negative,neutral,1.9524167478084564,-0.03336911275982857,-0.02806602418422699,1.8114224076271057e-07,True,-2.605541944503784,-2.605541944503784,0.0,relative_progress,False,1.6268107891082764,-0.4549051523208618,-1.171905755996704,0.12826871871948242,-0.14643552899360657,2.0817160606384277,2.081715879496187,-2.024578471978505,-0.01550658605992794,0.08049377799034119,-0.0649871975183487,-0.22043946385383606,-0.1405203640460968,-0.09600036591291428,-0.09600043902173638,-0.5963235100110372,-0.03571124002337456,-0.003442181274294853,0.03915341943502426,-0.3830249011516571,-0.5144790410995483,-0.032269060611724854,-0.03226907039061189,0.015360037485758468,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,1.5706462860107422,-0.003916915971785784,-0.38177046179771423,0.005518266931176186,-1.1922211647033691,-0.5085647702217102,-0.8295010328292847
13,positive,neutral,0.03907114267349243,-0.03336911275982857,-0.02806602418422699,3.290673100675434e-08,True,-0.6098982095718384,-0.6098982095718384,0.0,relative_progress,False,-1.2801198959350586,0.8114702105522156,0.468649685382843,-0.2939906418323517,-0.38156017661094666,-0.34282052516937256,-0.3428205431749423,-1.0097482800483704,0.023065369576215744,-0.03675944358110428,0.013694070279598236,-0.1403023600578308,-0.20620891451835632,0.050453513860702515,0.05045352938274542,0.21370625495910645,-0.15847381949424744,-0.0817645788192749,0.24023841321468353,-0.1458529531955719,-0.2810816764831543,0.32200300693511963,0.3220029740283886,0.18614381551742554,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.4204747676849365,-0.003916915971785784,0.689029335975647,0.005518266931176186,0.7281004786491394,-0.6135150790214539,-0.8969167470932007
14,positive,neutral,0.17552608251571655,-0.03336911275982857,-0.02806602418422699,3.787378477504433e-08,True,-0.5350744724273682,-0.5350744724273682,0.0,relative_progress,False,-1.025192379951477,0.941837728023529,0.083354651927948,-0.2702452540397644,-0.3983325660228729,-0.858483076095581,-0.8584830382217963,-1.0336409012476602,-0.14746510982513428,-0.10266011953353882,0.2501252293586731,-0.3350585103034973,-0.25513797998428345,0.3527853488922119,0.3527853271613518,0.2199622591336568,-0.29058393836021423,-0.19060233235359192,0.48118627071380615,-0.23630091547966003,-0.09704461693763733,0.6717885732650757,0.6717886111388603,0.2786041696866353,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.4681880474090576,-0.003916915971785784,0.6446583271026611,0.005518266931176186,0.8201844096183777,-0.8749737739562988,-0.7785811424255371
15,positive,neutral,3.1091278791427612,-0.03336911275982857,-0.02806602418422699,1.6577541828155518e-07,True,-0.3441582918167114,-0.3441582918167114,0.0,relative_progress,False,-1.7186782360076904,-0.38246893882751465,2.101147174835205,-0.5896317958831787,-0.02962455153465271,2.4836161136627197,2.4836159478873014,-0.021669268608093258,-0.14169877767562866,-0.11777668446302414,0.2594754695892334,-0.3810732960700989,-0.16558730602264404,0.37725216150283813,0.3772521745413542,-0.12142491340637207,-0.25492432713508606,0.008049803785979748,0.24687449634075165,-0.34001070261001587,-0.2736431062221527,0.23882469534873962,0.23882469348609447,-0.20106410980224607,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-2.1202478408813477,-0.003916915971785784,-0.4961127042770386,0.005518266931176186,2.6130151748657227,-1.3440849781036377,-0.49692100286483765
16,negative,neutral,4.228886842727661,-0.03336911275982857,-0.02806602418422699,1.5444432695937982e-07,True,-3.0126639604568477,-3.012663960456848,4.440892098500626e-16,relative_progress,False,2.9560515880584717,-1.2988104820251465,-1.657240867614746,0.566375195980072,0.0027166109066456556,4.254861831665039,4.254861882111678,-2.9760817686716714,-0.02732587233185768,-0.04761290177702904,0.07493877410888672,-0.11062884330749512,-0.1420450508594513,0.020287029445171356,0.020286875000844397,-0.011243383089701336,-0.03721527382731438,0.008017238229513168,0.02919803373515606,-0.3774202764034271,-0.44900593161582947,-0.045232512056827545,-0.04523256033038099,-0.02533880869547525,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,2.886563777923584,-0.003916915971785784,-1.3423230648040771,0.005518266931176186,-1.5475858449935913,0.0449569895863533,-0.6164003610610962
17,positive,neutral,3.5790738463401794,-0.03336911275982857,-0.02806602418422699,1.2231369783677337e-07,True,-0.19588220119476318,-0.19588220119476318,0.0,relative_progress,False,-1.7191108465194702,-0.765514075756073,2.4846248626708984,-0.5405866503715515,0.05220368504524231,3.250138998031616,3.250139120345314,0.26819344361623126,-0.06238323450088501,0.11898847669363022,-0.05660523474216461,-0.19090893864631653,-0.1367032825946808,-0.17559370398521423,-0.1755937902877728,-0.5605612794558207,-0.27668532729148865,-0.10920405387878418,0.3858893811702728,-0.134759321808815,-0.17871713638305664,0.495093435049057,0.49509339344998193,0.09648563464482625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-2.0631260871887207,-0.003916915971785784,-0.7596465945243835,0.005518266931176186,2.819427251815796,-0.8996240496635437,-0.2912827730178833
18,neutral,negative,0.24999400973320007,-0.03336911275982857,-0.02806602418422699,1.2262413889851942e-08,True,-1.4789518117904663,-1.4789518117904663,0.0,relative_progress,False,0.28653019666671753,0.403386652469635,-0.6899168491363525,-0.019597142934799194,-0.21449951827526093,0.11685645580291748,0.11685644571358958,-0.7159723242123921,-0.0920357033610344,-0.11092132329940796,0.20295703411102295,-0.2633468806743622,-0.1888737976551056,-0.018885619938373566,-0.018885626302411158,-0.04700716336568196,0.007763783447444439,0.15875737369060516,-0.16652116179466248,-0.2628101110458374,-0.28852805495262146,0.15099358558654785,0.15099359784896174,-0.7159723242123921,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,0.19731178879737854,-0.003916915971785784,0.4473057985305786,0.005518266931176186,-0.6479626893997192,-0.5791232585906982,-0.7199673652648926
19,positive,negative,0.12766507267951965,-0.03336911275982857,-0.02806602418422699,2.7939677238464355e-09,True,-0.08535563945770264,-0.08535563945770264,0.0,relative_progress,False,0.7118504047393799,-0.72557532787323,0.013724908232688904,-0.0308525450527668,-0.001771043986082077,-0.6981254816055298,-0.6981254825368524,-1.2033302386601765,-0.041151344776153564,0.06523413956165314,-0.02408279851078987,-0.1305142492055893,-0.05948138236999512,0.017068546265363693,0.017068549059331417,-0.4989778598149618,-0.2795937955379486,-0.23906968533992767,0.5186634659767151,-0.14898139238357544,-0.05279204994440079,0.7982572317123413,0.7982572307810187,1.6169524590174356,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,0.3861587941646576,-0.003916915971785784,-0.9033277034759521,0.005518266931176186,0.5138238668441772,-0.3437173068523407,-0.14211049675941467
20,positive,neutral,1.7363310009241104,-0.03336911275982857,-0.02806602418422699,4.4393042741841526e-08,True,-0.40033042430877674,-0.40033042430877686,1.1102230246251565e-16,relative_progress,False,-1.9999498128890991,0.14454472064971924,1.8554052114486694,-0.46275147795677185,-0.2674782872200012,1.7108604907989502,1.7108604659636812,1.316787560780843,0.05088898167014122,-0.08756403625011444,0.03667505830526352,-0.10067225992679596,-0.0886862576007843,0.12423909455537796,0.12423905016233522,-1.1897882024447122,-0.020659327507019043,0.06443151831626892,-0.04377218708395958,-0.28119325637817383,-0.19312873482704163,-0.1082037091255188,-0.10820371254036823,-0.5273297826449076,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.9746668338775635,-0.003916915971785784,0.11749528348445892,0.005518266931176186,1.8538262844085693,-0.8779861330986023,-0.5773593187332153
1 case_id fixed_target_class fixed_runner_up_class full_logit_margin baseline_r_negative baseline_r_positive analytic_vs_exact_shapley_max_abs analytic_vs_exact_shapley_all_pass exact_intensity_shapley_sum intensity_full_minus_empty_coalition intensity_shapley_efficiency_residual coordinate_mode physical_time_alignment G_T_logit_negative G_T_logit_neutral G_T_logit_positive G_T_r_negative G_T_r_positive analytic_class_shapley_T exact_class_shapley_T exact_intensity_shapley_T G_A_logit_negative G_A_logit_neutral G_A_logit_positive G_A_r_negative G_A_r_positive analytic_class_shapley_A exact_class_shapley_A exact_intensity_shapley_A G_V_logit_negative G_V_logit_neutral G_V_logit_positive G_V_r_negative G_V_r_positive analytic_class_shapley_V exact_class_shapley_V exact_intensity_shapley_V G_TA_logit_negative G_TA_logit_neutral G_TA_logit_positive G_TA_r_negative G_TA_r_positive G_TV_logit_negative G_TV_logit_neutral G_TV_logit_positive G_TV_r_negative G_TV_r_positive G_AV_logit_negative G_AV_logit_neutral G_AV_logit_positive G_AV_r_negative G_AV_r_positive baseline_logit_negative full_parameter_logit_negative baseline_logit_neutral full_parameter_logit_neutral baseline_logit_positive full_parameter_logit_positive full_parameter_r_negative full_parameter_r_positive
2 01 neutral positive 0.17453938722610474 -0.03336911275982857 -0.02806602418422699 1.5522042984272844e-08 True -1.478951811790466 -1.4789518117904663 2.220446049250313e-16 relative_progress False -0.904476523399353 0.7555410265922546 0.1489354968070984 -0.3240058124065399 -0.23826012015342712 0.6066055297851562 0.6066055142631133 -1.2055534323056538 -0.07994242757558823 -0.13918815553188324 0.21913057565689087 -0.32910090684890747 -0.25575292110443115 -0.3583187460899353 -0.3583187318096558 -0.09216936429341632 -0.06264422088861465 -0.0008340037311427295 0.06347822397947311 -0.3798588216304779 -0.5035299062728882 -0.06431222707033157 -0.06431221279005209 -0.18122901519139606 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.0520095825195312 -0.003916915971785784 0.6116019487380981 0.005518266931176186 0.4370625615119934 -1.0663347244262695 -1.025609016418457
3 02 positive neutral 0.6727461628615856 -0.03336911275982857 -0.02806602418422699 5.5258472686503524e-08 True -0.40346074104309076 -0.4034607410430908 5.551115123125783e-17 relative_progress False -0.6345188021659851 -0.13300542533397675 0.7675241827964783 -0.2942814826965332 -0.10120987892150879 0.9005296230316162 0.9005296782900889 0.5349497596422831 -0.060333430767059326 -0.038159824907779694 0.09849324822425842 -0.2349826991558075 -0.2913568913936615 0.13665306568145752 0.13665306878586608 -0.1772233446439107 0.12454855442047119 0.12466159462928772 -0.2492101490497589 -0.07290247082710266 -0.16126064956188202 -0.37387174367904663 -0.3738717480252186 -0.7611871560414631 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -0.5752502083778381 -0.003916915971785784 -0.05042056366801262 0.005518266931176186 0.622325599193573 -0.6355358362197876 -0.5818934440612793
4 03 negative neutral 0.2300729900598526 -0.03336911275982857 -0.02806602418422699 5.6965897499150486e-08 True -2.6271680593490596 -2.62716805934906 4.440892098500626e-16 relative_progress False 0.6437126398086548 0.233465313911438 -0.877177894115448 -0.0156564861536026 -0.19630727171897888 0.4102473258972168 0.4102472689313193 -2.6401662031809487 -0.044556912034749985 -0.10961116850376129 0.15416809916496277 -0.21152648329734802 -0.20100197196006775 0.06505425274372101 0.0650542665583392 0.0028151472409566197 -0.24782779812812805 -0.003628835082054138 0.251456618309021 -0.21738770604133606 -0.18694338202476501 -0.2441989630460739 -0.24419895295674598 0.010182996590932206 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 0.34638139605522156 -0.003916915971785784 0.11630840599536896 0.005518266931176186 -0.4660349488258362 -0.47793978452682495 -0.6123186349868774
5 04 negative positive 0.7093599438667297 -0.03336911275982857 -0.02806602418422699 1.0337680578231812e-07 True -2.610314011573791 -2.6103140115737915 4.440892098500626e-16 relative_progress False 1.1683094501495361 -0.7724652290344238 -0.3958442211151123 0.14337058365345 0.0068162246607244015 1.5641536712646484 1.5641535678878427 -2.699520587921142 -0.11619937419891357 -0.15902423858642578 0.27522361278533936 -0.3240225911140442 -0.2022765576839447 -0.39142298698425293 -0.39142295625060797 0.043889820575714104 -0.13935381174087524 -0.17419832944869995 0.3135521411895752 -0.2877661883831024 -0.16212013363838196 -0.45290595293045044 -0.4529058923944831 0.045316755771636956 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 0.9078097343444824 -0.003916915971785784 -1.109604835510254 0.005518266931176186 0.19844979047775269 -0.5017873048782349 -0.3856464624404907
6 05 positive neutral 1.5049121379852295 -0.03336911275982857 -0.02806602418422699 8.133550488675922e-08 True -0.4806082248687743 -0.4806082248687744 1.1102230246251565e-16 relative_progress False -1.709882140159607 0.5530490875244141 1.1568331718444824 -0.35266321897506714 -0.29165583848953247 0.6037840843200684 0.6037841221938529 -0.2102790276209513 -0.05014742910861969 -0.11470775306224823 0.16485518217086792 -0.22012154757976532 -0.2014065831899643 0.27956295013427734 0.27956292840341723 -0.14488289753595987 -0.21467027068138123 -0.19872985780239105 0.4134001135826111 -0.24117706716060638 -0.1745043247938156 0.6121299862861633 0.6121299049506584 -0.1254462997118632 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.9796464443206787 -0.003916915971785784 0.2356945276260376 0.005518266931176186 1.740606665611267 -0.8473309278488159 -0.695632815361023
7 06 positive neutral 1.9159240424633026 -0.03336911275982857 -0.02806602418422699 7.388492426207982e-08 True -0.2154364585876466 -0.21543645858764648 -1.1102230246251565e-16 relative_progress False -1.2203913927078247 -0.4495927691459656 1.669984221458435 -0.37521523237228394 0.019710635766386986 2.119576930999756 2.1195768682907024 0.659255842367808 -0.12370359897613525 0.02123902551829815 0.10246457159519196 -0.13953426480293274 -0.16336387395858765 0.08122554421424866 0.0812254703293244 -0.1013184388478597 0.015853652730584145 0.1392299085855484 -0.155083566904068 -0.013930173590779305 -0.14624570310115814 -0.2943134903907776 -0.29431344879170257 -0.7733738621075948 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.3331878185272217 -0.003916915971785784 -0.2930407226085663 0.005518266931176186 1.6228833198547363 -0.5620487928390503 -0.31796497106552124
8 07 positive neutral 1.3011534810066223 -0.03336911275982857 -0.02806602418422699 5.65002362673539e-08 True -0.723442018032074 -0.723442018032074 0.0 relative_progress False -1.6689116954803467 0.3794674873352051 1.289444088935852 -0.42971712350845337 -0.2734326720237732 0.909976601600647 0.9099765451004107 -0.1858192980289459 -0.0658918172121048 -0.08562538027763367 0.15151719748973846 -0.22639398276805878 -0.3063961863517761 0.23714257776737213 0.2371425957729419 -0.20845401287078855 -0.12855705618858337 -0.008021022193133831 0.13657806813716888 -0.4119300842285156 -0.48094600439071655 0.1445990949869156 0.14459909809132415 -0.3291687071323395 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.8683069944381714 -0.003916915971785784 0.2819041609764099 0.005518266931176186 1.5830576419830322 -1.1014103889465332 -1.0888409614562988
9 08 positive neutral 1.6082637459039688 -0.03336911275982857 -0.02806602418422699 1.0492901014735878e-07 True -0.5725139379501343 -0.5725139379501343 0.0 relative_progress False -1.888288974761963 0.20506727695465088 1.6832218170166016 -0.439189612865448 -0.17151769995689392 1.4781545400619507 1.4781544351329405 0.06195046504338582 -0.041887879371643066 -0.052495844662189484 0.09438371658325195 -0.14891745150089264 -0.11223925650119781 0.14687955379486084 0.1468795457233985 0.1037632425626119 -0.04141402989625931 0.03380971401929855 0.007604313548654318 -0.35752567648887634 -0.525276780128479 -0.02620540000498295 -0.0262054322908322 -0.738227645556132 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.9765374660491943 -0.003916915971785784 0.18246422708034515 0.005518266931176186 1.790727972984314 -0.9790017604827881 -0.8370997309684753
10 09 negative positive 4.036897420883179 -0.03336911275982857 -0.02806602418422699 3.5235037376679657e-07 True -2.9891992807388306 -2.9891992807388306 0.0 relative_progress False 2.800884246826172 -1.3056433200836182 -1.4952411651611328 0.5610975623130798 0.024273857474327087 4.296125411987305 4.2961257643376785 -2.801382025082906 -0.038079407066106796 -0.1371668577194214 0.17524628341197968 -0.26829323172569275 -0.14377743005752563 -0.21332569420337677 -0.213325595172743 0.2530961434046427 -0.04993594437837601 0.0644339919090271 -0.01449805311858654 -0.24577169120311737 -0.3168761730194092 -0.03543788939714432 -0.03543773448715607 -0.4409133990605672 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 2.7079226970672607 -0.003916915971785784 -1.3822932243347168 0.005518266931176186 -1.328974723815918 0.013663536868989468 -0.4644457697868347
11 10 negative positive 1.9884863495826721 -0.03336911275982857 -0.02806602418422699 9.53053431729245e-08 True -2.8972601890563965 -2.8972601890563965 0.0 relative_progress False 1.9594717025756836 -1.0742477178573608 -0.8852239847183228 0.3760708272457123 0.06034252047538757 2.844695568084717 2.84469566339006 -2.984575629234314 -0.1273432970046997 -0.04922483488917351 0.17656812071800232 -0.16357895731925964 -0.07018119096755981 -0.303911417722702 -0.3039113522196809 0.034755587577819824 -0.13882485032081604 -0.26418352127075195 0.4030084013938904 -0.2881527543067932 -0.1471811681985855 -0.5418332815170288 -0.5418332458163301 0.052559852600097656 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 1.6883571147918701 -0.003916915971785784 -1.391573190689087 0.005518266931176186 -0.300129234790802 -0.10903000831604004 -0.18508586287498474
12 11 negative positive 1.2935872972011566 -0.03336911275982857 -0.02806602418422699 8.195638656616211e-08 True -2.848456025123596 -2.848456025123596 0.0 relative_progress False 1.1382856369018555 -0.7049045562744141 -0.43338102102279663 0.16562658548355103 -0.005292731337249279 1.5716667175292969 1.5716666355729103 -2.8356826305389404 0.015153793618083 -0.04410065710544586 0.02894686535000801 -0.22009000182151794 -0.24944591522216797 -0.01379307173192501 -0.013793108053505419 -0.010202229022979736 -0.13108593225479126 0.00835040770471096 0.12273551523685455 -0.08660280704498291 -0.09405757486820221 -0.2538214325904846 -0.253821425139904 -0.0025711655616760254 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 1.017406940460205 -0.003916915971785784 -0.7445716857910156 0.005518266931176186 -0.27618035674095154 -0.1744353473186493 -0.3768622875213623
13 12 negative neutral 1.9524167478084564 -0.03336911275982857 -0.02806602418422699 1.8114224076271057e-07 True -2.605541944503784 -2.605541944503784 0.0 relative_progress False 1.6268107891082764 -0.4549051523208618 -1.171905755996704 0.12826871871948242 -0.14643552899360657 2.0817160606384277 2.081715879496187 -2.024578471978505 -0.01550658605992794 0.08049377799034119 -0.0649871975183487 -0.22043946385383606 -0.1405203640460968 -0.09600036591291428 -0.09600043902173638 -0.5963235100110372 -0.03571124002337456 -0.003442181274294853 0.03915341943502426 -0.3830249011516571 -0.5144790410995483 -0.032269060611724854 -0.03226907039061189 0.015360037485758468 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 1.5706462860107422 -0.003916915971785784 -0.38177046179771423 0.005518266931176186 -1.1922211647033691 -0.5085647702217102 -0.8295010328292847
14 13 positive neutral 0.03907114267349243 -0.03336911275982857 -0.02806602418422699 3.290673100675434e-08 True -0.6098982095718384 -0.6098982095718384 0.0 relative_progress False -1.2801198959350586 0.8114702105522156 0.468649685382843 -0.2939906418323517 -0.38156017661094666 -0.34282052516937256 -0.3428205431749423 -1.0097482800483704 0.023065369576215744 -0.03675944358110428 0.013694070279598236 -0.1403023600578308 -0.20620891451835632 0.050453513860702515 0.05045352938274542 0.21370625495910645 -0.15847381949424744 -0.0817645788192749 0.24023841321468353 -0.1458529531955719 -0.2810816764831543 0.32200300693511963 0.3220029740283886 0.18614381551742554 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.4204747676849365 -0.003916915971785784 0.689029335975647 0.005518266931176186 0.7281004786491394 -0.6135150790214539 -0.8969167470932007
15 14 positive neutral 0.17552608251571655 -0.03336911275982857 -0.02806602418422699 3.787378477504433e-08 True -0.5350744724273682 -0.5350744724273682 0.0 relative_progress False -1.025192379951477 0.941837728023529 0.083354651927948 -0.2702452540397644 -0.3983325660228729 -0.858483076095581 -0.8584830382217963 -1.0336409012476602 -0.14746510982513428 -0.10266011953353882 0.2501252293586731 -0.3350585103034973 -0.25513797998428345 0.3527853488922119 0.3527853271613518 0.2199622591336568 -0.29058393836021423 -0.19060233235359192 0.48118627071380615 -0.23630091547966003 -0.09704461693763733 0.6717885732650757 0.6717886111388603 0.2786041696866353 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.4681880474090576 -0.003916915971785784 0.6446583271026611 0.005518266931176186 0.8201844096183777 -0.8749737739562988 -0.7785811424255371
16 15 positive neutral 3.1091278791427612 -0.03336911275982857 -0.02806602418422699 1.6577541828155518e-07 True -0.3441582918167114 -0.3441582918167114 0.0 relative_progress False -1.7186782360076904 -0.38246893882751465 2.101147174835205 -0.5896317958831787 -0.02962455153465271 2.4836161136627197 2.4836159478873014 -0.021669268608093258 -0.14169877767562866 -0.11777668446302414 0.2594754695892334 -0.3810732960700989 -0.16558730602264404 0.37725216150283813 0.3772521745413542 -0.12142491340637207 -0.25492432713508606 0.008049803785979748 0.24687449634075165 -0.34001070261001587 -0.2736431062221527 0.23882469534873962 0.23882469348609447 -0.20106410980224607 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -2.1202478408813477 -0.003916915971785784 -0.4961127042770386 0.005518266931176186 2.6130151748657227 -1.3440849781036377 -0.49692100286483765
17 16 negative neutral 4.228886842727661 -0.03336911275982857 -0.02806602418422699 1.5444432695937982e-07 True -3.0126639604568477 -3.012663960456848 4.440892098500626e-16 relative_progress False 2.9560515880584717 -1.2988104820251465 -1.657240867614746 0.566375195980072 0.0027166109066456556 4.254861831665039 4.254861882111678 -2.9760817686716714 -0.02732587233185768 -0.04761290177702904 0.07493877410888672 -0.11062884330749512 -0.1420450508594513 0.020287029445171356 0.020286875000844397 -0.011243383089701336 -0.03721527382731438 0.008017238229513168 0.02919803373515606 -0.3774202764034271 -0.44900593161582947 -0.045232512056827545 -0.04523256033038099 -0.02533880869547525 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 2.886563777923584 -0.003916915971785784 -1.3423230648040771 0.005518266931176186 -1.5475858449935913 0.0449569895863533 -0.6164003610610962
18 17 positive neutral 3.5790738463401794 -0.03336911275982857 -0.02806602418422699 1.2231369783677337e-07 True -0.19588220119476318 -0.19588220119476318 0.0 relative_progress False -1.7191108465194702 -0.765514075756073 2.4846248626708984 -0.5405866503715515 0.05220368504524231 3.250138998031616 3.250139120345314 0.26819344361623126 -0.06238323450088501 0.11898847669363022 -0.05660523474216461 -0.19090893864631653 -0.1367032825946808 -0.17559370398521423 -0.1755937902877728 -0.5605612794558207 -0.27668532729148865 -0.10920405387878418 0.3858893811702728 -0.134759321808815 -0.17871713638305664 0.495093435049057 0.49509339344998193 0.09648563464482625 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -2.0631260871887207 -0.003916915971785784 -0.7596465945243835 0.005518266931176186 2.819427251815796 -0.8996240496635437 -0.2912827730178833
19 18 neutral negative 0.24999400973320007 -0.03336911275982857 -0.02806602418422699 1.2262413889851942e-08 True -1.4789518117904663 -1.4789518117904663 0.0 relative_progress False 0.28653019666671753 0.403386652469635 -0.6899168491363525 -0.019597142934799194 -0.21449951827526093 0.11685645580291748 0.11685644571358958 -0.7159723242123921 -0.0920357033610344 -0.11092132329940796 0.20295703411102295 -0.2633468806743622 -0.1888737976551056 -0.018885619938373566 -0.018885626302411158 -0.04700716336568196 0.007763783447444439 0.15875737369060516 -0.16652116179466248 -0.2628101110458374 -0.28852805495262146 0.15099358558654785 0.15099359784896174 -0.7159723242123921 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 0.19731178879737854 -0.003916915971785784 0.4473057985305786 0.005518266931176186 -0.6479626893997192 -0.5791232585906982 -0.7199673652648926
20 19 positive negative 0.12766507267951965 -0.03336911275982857 -0.02806602418422699 2.7939677238464355e-09 True -0.08535563945770264 -0.08535563945770264 0.0 relative_progress False 0.7118504047393799 -0.72557532787323 0.013724908232688904 -0.0308525450527668 -0.001771043986082077 -0.6981254816055298 -0.6981254825368524 -1.2033302386601765 -0.041151344776153564 0.06523413956165314 -0.02408279851078987 -0.1305142492055893 -0.05948138236999512 0.017068546265363693 0.017068549059331417 -0.4989778598149618 -0.2795937955379486 -0.23906968533992767 0.5186634659767151 -0.14898139238357544 -0.05279204994440079 0.7982572317123413 0.7982572307810187 1.6169524590174356 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 0.3861587941646576 -0.003916915971785784 -0.9033277034759521 0.005518266931176186 0.5138238668441772 -0.3437173068523407 -0.14211049675941467
21 20 positive neutral 1.7363310009241104 -0.03336911275982857 -0.02806602418422699 4.4393042741841526e-08 True -0.40033042430877674 -0.40033042430877686 1.1102230246251565e-16 relative_progress False -1.9999498128890991 0.14454472064971924 1.8554052114486694 -0.46275147795677185 -0.2674782872200012 1.7108604907989502 1.7108604659636812 1.316787560780843 0.05088898167014122 -0.08756403625011444 0.03667505830526352 -0.10067225992679596 -0.0886862576007843 0.12423909455537796 0.12423905016233522 -1.1897882024447122 -0.020659327507019043 0.06443151831626892 -0.04377218708395958 -0.28119325637817383 -0.19312873482704163 -0.1082037091255188 -0.10820371254036823 -0.5273297826449076 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.004946508444845676 -1.9746668338775635 -0.003916915971785784 0.11749528348445892 0.005518266931176186 1.8538262844085693 -0.8779861330986023 -0.5773593187332153