modeling_zhaocui/final/output/q3/first_round/attachment4_modal_shapley.csv

1	base_model	case_id	predicted_class_name	class_value_empty	class_value_full	regression_value_empty	regression_value_full	class_completeness_residual	regression_completeness_residual	class_phi_text	class_share_text	regression_phi_text	regression_share_text	class_phi_audio	class_share_audio	regression_phi_audio	regression_share_audio	class_phi_vision	class_share_vision	regression_phi_vision	regression_share_vision
2	early_concat	01	neutral	-0.18578217923641205	0.5938227772712708	0.3949139714241028	-0.17249846458435059	0.0	0.0	1.0002785325050354	0.8192610713715631	-0.4418607304493586	0.5102199080853773	-0.15510331094264984	0.12703472139697483	0.1493038659294446	0.1724022967006873	-0.06557026505470274	0.05370420723146202	-0.27485557148853934	0.31737779521393533
3	mofe	01	neutral	-0.011055238544940948	0.4110732674598694	-0.3402646481990814	0.25080302357673645	-5.551115123125783e-17	0.0	0.9563363964358965	0.6416021347785963	0.661784142255783	0.6025699772720764	-0.2072339927156766	0.13903242898690896	0.18288437277078629	0.1665205091924332	-0.3269738977154096	0.21936543623449478	-0.25360084325075144	0.2309095135354905
4	early_concat	02	positive	0.4626253545284271	0.8992824554443359	0.3949139714241028	0.39453208446502686	5.551115123125783e-17	-2.7755575615628914e-17	0.6519134640693665	0.5727551816963722	0.14865895484884578	0.3322796664955401	0.1355181559920311	0.11906292834306934	0.074845635642608	0.16729354027316834	-0.3507745191454887	0.30818188996055845	-0.22388647745052973	0.5004267932312917
5	mofe	02	neutral	-0.011055238544940948	0.40643584728240967	-0.3402646481990814	0.11017566919326782	-5.551115123125783e-17	0.0	0.6762209708491961	0.7232690002932814	0.8219493062545855	0.6710129875352847	-0.0515786235531171	0.0551672028847593	0.01573985194166501	0.012849509080878025	-0.20715126146872836	0.22156379682195926	-0.3872488408039013	0.3161375033838372
6	early_concat	03	negative	-0.16581059992313385	0.6219764947891235	0.3949139714241028	-0.4927803874015808	-1.1102230246251565e-16	2.220446049250313e-16	1.1502188847710688	0.6283770573673803	-1.0737777828859785	0.6707948078312672	0.15890451644857725	0.08681126155237597	-0.1704466283942262	0.10647893368765413	-0.5213363065073887	0.28481168108024396	0.35653005245452124	0.22272625848107883
7	mofe	03	negative	0.3066873550415039	1.1000498533248901	-0.3402646481990814	-0.610044002532959	-1.1102230246251565e-16	0.0	1.2257006739576657	0.7231299630925421	-0.6208012749751408	0.6388006355223714	0.018477385242780055	0.010901153268942166	0.024267139534155525	0.024970735051002217	-0.45081556091705954	0.2659688836385159	0.32675478110710776	0.3362286294266264
8	early_concat	04	negative	-0.16581059992313385	1.3316829204559326	0.3949139714241028	-0.9680880308151245	-4.440892098500626e-16	4.440892098500626e-16	1.6859804348399239	0.849142781839174	-1.7114800661802287	0.830832452929277	-0.24400762158135572	0.12289425564966613	0.27781192958354944	0.13486290110527632	0.05552070712049803	0.027962962511159827	0.07066613435745239	0.034304645965446696
9	mofe	04	negative	0.3066873550415039	1.4821975231170654	-0.3402646481990814	-0.941947340965271	-2.220446049250313e-16	0.0	1.6039889355500536	0.7891829883265222	-1.100047528743744	0.6882125995913139	-0.39852414528528846	0.19607895598647826	0.40588371455669403	0.25392928853341584	-0.02995462218920389	0.014738055686999584	0.09248112142086029	0.05785811187527034
10	early_concat	05	positive	0.4626253545284271	1.7894566059112549	0.3949139714241028	1.1292566061019897	0.0	0.0	0.4992165764172872	0.3762472250310671	0.09473545849323273	0.1290071609893488	0.11645903189977008	0.0877723009451248	0.07090185582637787	0.0965514631429215	0.7111556430657704	0.535980474023808	0.5687053203582764	0.7744413758677297
11	mofe	05	positive	-0.0873364806175232	1.7530537843704224	-0.3402646481990814	0.8710430860519409	-2.220446049250313e-16	0.0	0.8392275075117747	0.4560051873113291	0.6213019390900929	0.5129183291100319	0.20359079043070477	0.1106237053650348	0.03599589069684347	0.02971655317556484	0.797571967045466	0.4333711073236361	0.5540099044640858	0.4573651177144032
12	early_concat	06	positive	0.4626253545284271	1.7542439699172974	0.3949139714241028	1.2012083530426025	0.0	0.0	1.729888460288445	0.7978607725040776	1.0188599427541096	0.8273825249971059	-0.1445034084220727	0.06664799709334027	-0.21155702571074167	0.17179847667804	-0.29376643647750217	0.13549123040258224	-0.0010085354248682635	0.0008189983248540733
13	mofe	06	positive	-0.0873364806175232	1.6269797086715698	-0.3402646481990814	0.7896818518638611	0.0	-2.220446049250313e-16	1.8126832768321037	0.8012061352703157	1.160857414205869	0.8001490080299589	-0.27406344562768936	0.12113606215531142	-0.16042752067248026	0.11057854302856364	0.17569635808467868	0.07765780257437292	0.1295166065295537	0.08927244894147739
14	early_concat	07	positive	0.4626253545284271	1.640997290611267	0.3949139714241028	0.851616621017456	-2.220446049250313e-16	-1.1102230246251565e-16	1.2071218614776928	0.9493098259992291	0.7026887113849322	0.740705594006756	0.017853302260239914	0.01404026867795501	-0.04444137712319694	0.04684574564409561	-0.04660322765509288	0.03664990532281586	-0.20154468466838202	0.2124486603491484
15	mofe	07	positive	-0.0873364806175232	1.374465823173523	-0.3402646481990814	0.5795251131057739	-2.220446049250313e-16	0.0	1.224321963575979	0.8375427788017681	1.097467922993625	0.7045337645501786	0.2239651105677088	0.15321162785615844	0.14128808413321772	0.09070171775857586	0.013515229647358261	0.009245593342073543	-0.31896624582198757	0.20476451769124548
16	early_concat	08	positive	0.4626253545284271	1.5937559604644775	0.3949139714241028	0.8363355398178101	0.0	0.0	1.6980725129445393	0.7496961158330082	0.7933879087989528	0.6927008908817559	-0.07943965742985405	0.035072473150745534	-0.0433797111424307	0.03787449269304347	-0.48750224957863486	0.21523141101624627	-0.3085866292628149	0.2694246164252007
17	mofe	08	positive	-0.0873364806175232	1.691808819770813	-0.3402646481990814	0.7117660641670227	0.0	0.0	1.5796597078442574	0.8878756038078863	1.1786974929273129	0.7581308006030558	0.1600608453154564	0.08996502156429816	0.12468866258859634	0.0801989621269571	0.039424747228622437	0.022159374627815472	-0.25135544314980507	0.16167023726998708
18	early_concat	09	negative	-0.16581059992313385	2.0659565925598145	0.3949139714241028	-1.749603271484375	0.0	4.440892098500626e-16	2.4908509453137713	0.9057854890133831	-2.119111387679974	0.9881531121689435	-0.02536670366923014	0.009224474925293784	-0.008252842972675947	0.003848345356031328	-0.2337170491615931	0.08499003606132324	-0.017153012255827604	0.0079985424750253
19	mofe	09	negative	0.3066873550415039	2.3427138328552246	-0.3402646481990814	-1.8477585315704346	0.0	2.220446049250313e-16	1.945317719131708	0.9395717716639012	-1.5164077368875344	0.9808212652015702	0.10791059210896492	0.05211989034592048	-0.010368802895148601	0.00670660148115534	-0.017201833426952376	0.008308337990178296	0.019282656411329903	0.01247213331727445
20	early_concat	10	negative	-0.16581059992313385	1.4627081155776978	0.3949139714241028	-0.9535874128341675	0.0	2.220446049250313e-16	1.7536104346315065	0.821885665428701	-1.6118726780017216	0.855021606266122	-0.2525620435674985	0.11837128654125803	0.2683410892883936	0.142342154142722	0.12747032443682352	0.05974304803004096	-0.004969795544942222	0.002636239591155957
21	mofe	10	negative	0.3066873550415039	1.859269142150879	-0.3402646481990814	-1.2599295377731323	-2.220446049250313e-16	0.0	1.79534795631965	0.6646456927727006	-1.3590272851288319	0.6398304072407403	-0.5743143806854885	0.2126137042551483	0.6021890453994274	0.2835107627123932	0.33154821147521335	0.12274060297215109	-0.16282664984464645	0.07665883004686654
22	early_concat	11	negative	-0.16581059992313385	0.8276705741882324	0.3949139714241028	-0.4693494737148285	0.0	0.0	0.6469144970178604	0.4578299588008163	-0.6779100298881531	0.5247567952764038	0.5563269257545471	0.3937199346623347	-0.4001495167613029	0.3097478555992265	-0.20976024866104123	0.14845010653684904	0.21379610151052472	0.16549534912436956
23	mofe	11	negative	0.3066873550415039	0.7682238817214966	-0.3402646481990814	-0.49201852083206177	-1.1102230246251565e-16	0.0	0.714252526561419	0.5427464044642689	-0.26057647665341693	0.31017638610115367	0.174514132241408	0.13260984634974388	-0.23534609874089557	0.28014348542884493	-0.42723013212283445	0.32464374918598715	0.34416870276133216	0.40968012847000135
24	early_concat	12	negative	-0.16581059992313385	1.6268163919448853	0.3949139714241028	-1.2375764846801758	0.0	0.0	1.373735172053178	0.7663251631738893	-1.3133755611876645	0.8045226581733658	0.0008218487103780064	0.0004584605241950493	-0.035189973811308534	0.021556005843540872	0.418069971104463	0.23321637630191563	-0.2839249211053053	0.1739213359830932
25	mofe	12	negative	0.3066873550415039	1.6273813247680664	-0.3402646481990814	-1.0881857872009277	0.0	0.0	1.1328166127204895	0.5183259521021829	-0.5133827831596136	0.3668230778683436	-0.43241772055625916	0.19785490801985725	0.3258083574473858	0.23279710265804132	0.6202950775623322	0.2838191398779598	-0.5603467132896185	0.40037981947361506
26	early_concat	13	neutral	-0.18578217923641205	0.8776760697364807	0.3949139714241028	-0.0561874620616436	0.0	0.0	1.3505798677603402	0.7671661084262917	-0.3893340397626161	0.39916694653933715	0.06138878564039866	0.034870500371709606	-0.3238998921588063	0.33208021321814507	-0.34851040442784625	0.19796339120199868	0.2621324984356761	0.2687528402425177
27	mofe	13	positive	-0.0873364806175232	0.7190732955932617	-0.3402646481990814	0.4206445813179016	-1.1102230246251565e-16	0.0	0.5547956426938374	0.5151541739837593	0.6172196964422861	0.5440654589584468	-0.13527045647303265	0.12560506050554324	-0.1867746462424596	0.16463770390906055	0.38688458998998004	0.3592407655106975	0.33046417931715644	0.29129683713249266
28	early_concat	14	positive	0.4626253545284271	1.188553810119629	0.3949139714241028	0.7671555876731873	-2.220446049250313e-16	-1.1102230246251565e-16	-0.796147088209788	0.3434299524197237	-0.6639247921605904	0.39052304484482286	0.37689960499604547	0.16258128093121527	0.1741147848467032	0.10241496737839682	1.145175938804944	0.49398876664906105	0.8620516235629716	0.5070619877767802
29	mofe	14	positive	-0.0873364806175232	0.7988470196723938	-0.3402646481990814	0.5261894464492798	0.0	0.0	-0.13278136154015857	0.11528699538654828	0.22024827202161154	0.2541949693376385	0.20389629403750104	0.17703230963576397	0.15109859903653464	0.17438731026812906	0.8150685677925745	0.7076806949776878	0.49510722359021503	0.5714177203942324
30	early_concat	15	positive	0.4626253545284271	2.468801736831665	0.3949139714241028	1.7081661224365234	-4.440892098500626e-16	0.0	1.1608743766943612	0.5786502059014335	0.7295645773410797	0.5555403635003675	0.36844391624132783	0.1836547970016112	0.13440382480621338	0.10234426397291482	0.4768580893675486	0.23769499709695543	0.4492837488651275	0.3421153725267176
31	mofe	15	positive	-0.0873364806175232	2.0930612087249756	-0.3402646481990814	1.0524952411651611	0.0	0.0	1.082011878490448	0.4962451959012715	0.7277070383230845	0.5224928172330288	0.5320002436637878	0.2439922984069081	0.2926899741093318	0.2101510650503705	0.5663855671882629	0.2597625056918204	0.3723628769318263	0.2673561177166008
32	early_concat	16	negative	-0.16581059992313385	2.308336019515991	0.3949139714241028	-1.7967495918273926	-4.440892098500626e-16	0.0	2.114530066649119	0.854650266089918	-1.7931455262005327	0.8181664176322155	0.01269219319025676	0.005129927664971614	-0.09883942455053328	0.04509790015576007	0.3469243595997492	0.14021980624511052	-0.29967861250042915	0.13673568221202423
33	mofe	16	negative	0.3066873550415039	2.2526803016662598	-0.3402646481990814	-1.8355565071105957	-4.440892098500626e-16	0.0	1.704183548688888	0.8757398384432606	-1.2273415923118591	0.8208040356785549	0.09678271412849426	0.049734360186844406	-0.07458844780921936	0.04988220016359577	0.14502668380737305	0.07452580136989492	-0.19336181879043576	0.1293137641578494
34	early_concat	17	positive	0.4626253545284271	2.5815269947052	0.3949139714241028	1.7792633771896362	0.0	0.0	1.7624917601545649	0.6356736327069049	1.1566424812966336	0.628379444894887	-0.3268673072258631	0.11789043971426375	-0.22816291373843947	0.12395609481664112	0.683277187248071	0.24643592757883134	0.45586983820733923	0.24766446028847192
35	mofe	17	positive	-0.0873364806175232	2.0714244842529297	-0.3402646481990814	0.9275107383728027	0.0	-2.220446049250313e-16	1.8485091583182414	0.7209511657664651	1.3262570550044377	0.7320872442665084	-0.20261283839742342	0.07902257956610381	-0.27191763619581855	0.15009717173522874	0.5128646449496348	0.20002625466743118	0.21343596776326496	0.1178155839982628
36	early_concat	18	neutral	-0.18578217923641205	0.49155697226524353	0.3949139714241028	-0.37916767597198486	0.0	0.0	0.5864380734662215	0.48185907085025614	-0.39913346618413925	0.48724920223097007	-0.26984659520288307	0.2217250815043747	0.022537544369697564	0.027513103873164038	0.36074767323831713	0.29641584764536916	-0.39748572558164597	0.48523769389586585
37	mofe	18	negative	0.3066873550415039	0.5453876852989197	-0.3402646481990814	-0.17117543518543243	0.0	0.0	-0.37995224694410956	0.3804830877611482	0.5236165039241314	0.5583062490291711	0.1779235651095708	0.17817214658640856	0.029861152172088616	0.03183946215588288	0.44072901209195453	0.44134476565244324	-0.38438844308257103	0.409854288814946
38	early_concat	19	positive	0.4626253545284271	0.7167468070983887	0.3949139714241028	0.030093319714069366	-5.551115123125783e-17	0.0	-0.048116169869899736	0.04229047374065236	-0.4153755232691764	0.3670493784114923	-0.39370027184486384	0.34603275890749124	-0.3328653797507286	0.2941387344411121	0.6959378942847251	0.6116767673518564	0.3834202513098717	0.3388118871473955
39	mofe	19	positive	-0.0873364806175232	0.45857471227645874	-0.3402646481990814	0.046869128942489624	-1.1102230246251565e-16	0.0	-0.0594675267736117	0.07995166582875558	0.18954994281133014	0.2734416974641177	-0.039473610619703926	0.053070660519237034	-0.15303340057531992	0.2207635212196987	0.6448523302872975	0.8669776736520073	0.35061723490556085	0.5057947813161836
40	early_concat	20	positive	0.4626253545284271	1.8990901708602905	0.3949139714241028	1.2691367864608765	-2.220446049250313e-16	-1.1102230246251565e-16	1.777392876644929	0.8287590653123916	1.226644252737363	0.7380211843510529	-0.354089422772328	0.1651040818886001	-0.3939245293537776	0.23700811955041468	0.013161362459262214	0.0061368527990082475	0.041503091653188065	0.02497069609853247
41	mofe	20	positive	-0.0873364806175232	1.7697938680648804	-0.3402646481990814	0.7594369053840637	0.0	0.0	1.8304772982373834	0.9355322266861728	1.418241779009501	0.7562816545352055	-0.0497428122907877	0.025422879589298227	-0.3877904911835988	0.20679043490749358	0.0763958627358079	0.03904489372452898	0.06925026575724283	0.03692791055730099