deletions | additions       diff --git a/data/validation_scores.csv b/data/validation_scores.csv  index 3fa4d03..0cb3242 100644  --- a/data/validation_scores.csv  +++ b/data/validation_scores.csv 
...
allele,allele,mhcflurry allele,mhcflurry  0_auc,mhcflurry 0_f1,mhcflurry 0_tau,mhcflurry 1_auc,mhcflurry 1_f1,mhcflurry 1_tau,mhcflurry 2_auc,mhcflurry 2_f1,mhcflurry 2_tau,mhcflurry 3_auc,mhcflurry 3_f1,mhcflurry 3_tau,mhcflurry 4_auc,mhcflurry 4_f1,mhcflurry 4_tau,mhcflurry 5_auc,mhcflurry 5_f1,mhcflurry 5_tau,mhcflurry 6_auc,mhcflurry 6_f1,mhcflurry 6_tau,mhcflurry 7_auc,mhcflurry 7_f1,mhcflurry 7_tau,netmhc_auc,netmhc_f1,netmhc_tau,netmhcpan_auc,netmhcpan_f1,netmhcpan_tau,smmpmbec_cpp_auc,smmpmbec_cpp_f1,smmpmbec_cpp_tau,test_size HLA-A2601,HLA-A2601,0.928083637061,0.58,0.432299199045,0.929260182876,0.593103448276,0.440722270327,0.931760342733,0.574898785425,0.433437209739,0.92354370484,0.375,0.426086437248,0.928134791227,0.584126984127,0.434551325196,0.93487435258,0.582089552239,0.446663223795,0.931267983886,0.553719008264,0.432821907369,0.922245667882,0.333333333333,0.423483588301,0.930839567747,0.541176470588,0.436645829948,0.942278918089,0.64,0.451666244047,0.927338704521,0.603053435115,0.422900320564,1333  HLA-B0801,HLA-B0801,0.942694075869,0.762931034483,0.600817320869,0.949517316734,0.773504273504,0.620341998867,0.948273557326,0.778523489933,0.616491093823,0.940561086604,0.588555858311,0.603956004954,0.939427754433,0.737991266376,0.588233113313,0.950615777146,0.754464285714,0.612595981961,0.949331334019,0.779735682819,0.616176734227,0.944594586741,0.633245382586,0.611176451912,0.94618706374,0.776053215078,0.62951860891,0.942821938986,0.701670644391,0.606761923073,0.940555274644,0.76,0.618953291159,940  HLA-B5101,HLA-B5101,0.933049841772,0.489795918367,0.369192187552,0.939082278481,0.391304347826,0.369358614323,0.948140822785,0.404761904762,0.382397511736,0.945668512658,0.222222222222,0.37372411655,0.91386471519,0.462962962963,0.354629845082,0.931744462025,0.454545454545,0.36662537466,0.946123417722,0.418604651163,0.379766688546,0.949841772152,0.246575342466,0.379497845301,0.919175237342,0.428571428571,0.365307322855,0.948694620253,0.610169491525,0.406973354775,0.927620648734,0.395604395604,0.344534320609,854  HLA-B5701,HLA-B5701,0.914239641144,0.75,0.524933035531,0.916777172045,0.740298507463,0.535227464709,0.922818132705,0.670886075949,0.545376901926,0.914247826728,0.557491289199,0.538244678358,0.913240999951,0.757396449704,0.52229556273,0.908247793985,0.749279538905,0.518021752092,0.923587577558,0.701863354037,0.548573629431,0.917186451222,0.535211267606,0.541303318281,0.899092218784,0.741839762611,0.484974642634,0.883077124568,0.64262295082,0.460132925996,0.929923219226,0.709090909091,0.569615215771,815  HLA-B0702,HLA-B0702,0.904984835328,0.79271070615,0.564504871318,0.915801462353,0.866525423729,0.594497366878,0.909307710701,0.835526315789,0.587247102285,0.89804432363,0.722772277228,0.576846135462,0.898698732712,0.832069339112,0.567138566426,0.91179320673,0.864806866953,0.590659349296,0.909691546797,0.835164835165,0.587399163204,0.899051106832,0.723667905824,0.579656221235,0.916125520696,0.869383490073,0.606014456264,0.913526761556,0.855010660981,0.604720115243,0.897927914323,0.857719475277,0.563959644632,813  HLA-A3101,HLA-A3101,0.82850967287,0.782608695652,0.460554275759,0.854837967931,0.8225,0.510287191603,0.847234570929,0.817610062893,0.503989541179,0.840627586841,0.787012987013,0.487018299413,0.846567740749,0.817042606516,0.487072323375,0.854385749762,0.823529411765,0.514107457485,0.847395529938,0.816582914573,0.505116326672,0.840160039243,0.802043422733,0.487550821324,0.862606156299,0.833957553059,0.525026069344,0.859260508324,0.822335025381,0.528940519264,0.851270043229,0.837037037037,0.502585535907,724  HLA-A1101,HLA-A1101,0.92036818105,0.872077028886,0.579906230996,0.936520243816,0.883152173913,0.615350573047,0.93692711612,0.884297520661,0.612012625811,0.925450246426,0.876373626374,0.58619399207,0.92677833904,0.863509749304,0.567485962209,0.936865701432,0.884667571235,0.619076653683,0.937280250572,0.884297520661,0.611919473795,0.927154504,0.874651810585,0.586388058769,0.949252276182,0.883401920439,0.632199229826,0.94506456219,0.887671232877,0.625793616365,0.944204756568,0.882513661202,0.61838785233,723  HLA-A0101,HLA-A0101,0.912745545911,0.621761658031,0.52171951828,0.924910749031,0.659793814433,0.531596037024,0.90926010524,0.586206896552,0.521744799471,0.887467641236,0.315789473684,0.496345629255,0.91480973893,0.613756613757,0.517345872181,0.923607938683,0.642487046632,0.527306661562,0.908667918718,0.56,0.519115555574,0.893474104529,0.349206349206,0.502977728445,0.915334246993,0.619565217391,0.524866138259,0.894895352182,0.594285714286,0.498766936081,0.832665008544,0.437810945274,0.428063593843,696  HLA-A0206,HLA-A0206,0.876067406554,0.849449204406,0.46571314956,0.909081009465,0.872235872236,0.528875641358,0.900024501574,0.868711656442,0.517420631554,0.883499550804,0.869458128079,0.500009016651,0.871194315635,0.823970037453,0.473545782679,0.902638002849,0.868105515588,0.511636932264,0.898989990653,0.880778588808,0.519495501254,0.883082116573,0.863861386139,0.492798844441,0.913636487382,0.872901678657,0.543183798091,0.910796119677,0.866257668712,0.535066501248,0.904316814432,0.878281622912,0.527571472259,682  HLA-A6802,HLA-A6802,0.954561765497,0.870481927711,0.60285638758,0.968359199785,0.9,0.640201193464,0.968413025926,0.889894419306,0.63265989368,0.959172871625,0.767918088737,0.597376738096,0.94603032206,0.862745098039,0.587394010325,0.969731766395,0.89022556391,0.653204058079,0.968637301516,0.885844748858,0.634703459329,0.959827756347,0.739054290718,0.603082445727,0.971961065758,0.922636103152,0.652332311805,0.964196644837,0.900293255132,0.653215960883,0.965793487037,0.928774928775,0.629529810138,669  HLA-A3001,HLA-A3001,0.888739961737,0.730864197531,0.502090434091,0.881442531303,0.737913486005,0.499390393105,0.889599156843,0.745591939547,0.521543854388,0.893688925548,0.75,0.520643840726,0.882359006083,0.714628297362,0.497618491208,0.888167165,0.72864321608,0.510368684752,0.888109885326,0.749367088608,0.520737592149,0.895212564869,0.750656167979,0.528190830287,0.866899222142,0.731958762887,0.456482424481,0.871974201235,0.746113989637,0.459857147703,0.86993504485,0.692874692875,0.505244438324,660  HLA-A0203,HLA-A0203,0.950892018779,0.916565900846,0.534314955698,0.976452790819,0.951364175563,0.573478451578,0.97432446531,0.953736654804,0.592811603109,0.970391236307,0.951248513674,0.580907659659,0.94882629108,0.923619271445,0.510105489983,0.973489827856,0.951132300358,0.566307401307,0.974814814815,0.957040572792,0.595852128424,0.970610328638,0.958183990442,0.581060642065,0.975878977569,0.9486260454,0.586910908282,0.97415753782,0.944578313253,0.591463473938,0.972884715702,0.94674556213,0.583907825754,651  HLA-B3901,HLA-B3901,0.953506493506,0.705882352941,0.297435030834,0.951363636364,0.734693877551,0.295160814323,0.96025974026,0.723404255319,0.303499608197,0.951948051948,0.666666666667,0.302470795966,0.954350649351,0.745098039216,0.298463843065,0.943376623377,0.666666666667,0.288446460814,0.960519480519,0.734693877551,0.304690864464,0.956883116883,0.731707317073,0.307317043055,0.965194805195,0.75,0.305138182847,0.980064935065,0.744186046512,0.316739268491,0.949707792208,0.708333333333,0.296639125026,641  HLA-B1501,HLA-B1501,0.914988316457,0.793503480278,0.569384425408,0.933960164682,0.831050228311,0.585045535787,0.937242683877,0.829736211031,0.590097868249,0.929186602871,0.715083798883,0.578906559759,0.914754645599,0.795294117647,0.562450071098,0.93626349171,0.841379310345,0.588137428824,0.938188494492,0.830917874396,0.590859638997,0.929142094136,0.71978021978,0.577136563021,0.934416379214,0.846511627907,0.591734783727,0.935595860688,0.823244552058,0.589097217624,0.936063202403,0.819047619048,0.590100283978,633  HLA-B1517,HLA-B1517,0.910482221782,0.661087866109,0.407310605578,0.921476790466,0.661157024793,0.4171644848,0.911691624338,0.669603524229,0.402891597885,0.90181850166,0.669642857143,0.38150766411,0.911515711239,0.65306122449,0.411390991991,0.90999846076,0.639004149378,0.410408990282,0.919255887592,0.672413793103,0.418772935876,0.895485630099,0.669683257919,0.380220903249,0.902687072586,0.637931034483,0.422497170997,0.934516348924,0.710280373832,0.448575473409,0.899619587924,0.652542372881,0.406582328386,582  HLA-A2402,HLA-A2402,0.851003772056,0.653658536585,0.535714268768,0.853636616795,0.649164677804,0.551522129962,0.87071213387,0.585365853659,0.585672030877,0.868598263335,0.329824561404,0.576667085823,0.843712817397,0.632911392405,0.530855042953,0.840712893344,0.657142857143,0.54029055232,0.865990734412,0.583783783784,0.578610776149,0.868775474039,0.386666666667,0.576950028086,0.864199640515,0.632911392405,0.575710134603,0.892876129718,0.693069306931,0.600685680411,0.848915217336,0.633416458853,0.53758907661,573  H-2-DB,H-2-DB,0.887624324144,0.611320754717,0.598370098049,0.907299245711,0.666666666667,0.631109529668,0.894432948401,0.564102564103,0.621788151237,0.889393231426,0.380952380952,0.617127462022,0.892764167946,0.606299212598,0.599299689067,0.894516387424,0.595918367347,0.616821843057,0.892263533809,0.563876651982,0.618273533141,0.892513850878,0.428571428571,0.614822585661,0.89615179227,0.621212121212,0.600337368132,0.874574460984,0.577235772358,0.574261862153,0.884186636406,0.628571428571,0.571251663914,564  H-2-KB,H-2-KB,0.866649350649,0.794612794613,0.527096412767,0.900376623377,0.797853309481,0.570316554264,0.910038961039,0.812164579606,0.565229559064,0.908103896104,0.759924385633,0.558622904539,0.879766233766,0.807495741056,0.551320812695,0.898012987013,0.808510638298,0.566942395423,0.911974025974,0.812164579606,0.570651394455,0.908831168831,0.760828625235,0.56334930261,0.891675324675,0.813675213675,0.573198806394,0.825564935065,0.665354330709,0.486836066927,0.915993506494,0.859967051071,0.589218458368,558  HLA-B3501,HLA-B3501,0.82805010051,0.737903225806,0.500896269485,0.831002150779,0.72265625,0.52418167292,0.829343379676,0.722109533469,0.519938007391,0.822469319763,0.702947845805,0.492655344812,0.814793989063,0.709278350515,0.478418531424,0.819573499023,0.713147410359,0.504907217872,0.828331248155,0.714285714286,0.51752870051,0.824718500921,0.709534368071,0.503182373173,0.828689711402,0.712,0.515204942349,0.836280697808,0.71102661597,0.514412620803,0.823734484164,0.705410821643,0.501630342448,542  HLA-A6801,HLA-A6801,0.926692637069,0.904494382022,0.519608468977,0.945220694762,0.919605077574,0.571760167669,0.94174366569,0.905027932961,0.556708901149,0.930362834423,0.896253602305,0.530510154814,0.914297672322,0.896174863388,0.508186278246,0.943723640578,0.916666666667,0.561942867028,0.941373426483,0.905292479109,0.55306536689,0.930797463057,0.901960784314,0.536018831609,0.948037732204,0.924791086351,0.57140253041,0.948906989472,0.923943661972,0.599562096779,0.944552654454,0.924346629986,0.556418093602,527  HLA-B0802,HLA-B0802,0.978728219054,0.285714285714,0.361894212703,0.964924190993,0.16,0.341633250619,0.980878026703,0.0,0.358487901643,0.966055668703,0.0,0.358347435207,0.981104322245,0.363636363636,0.362947710969,0.974089160444,0.0,0.36477377463,0.980878026703,0.285714285714,0.376081322686,0.973410273818,0.0,0.340192148422,0.989929848382,0.190476190476,0.393832624105,0.989590405069,0.571428571429,0.410579384615,0.987214301878,0.105263157895,0.385838379767,509  HLA-B1801,HLA-B1801,0.775263157895,0.324324324324,0.201325122509,0.811503759398,0.358974358974,0.241803189469,0.774436090226,0.333333333333,0.231177368123,0.768646616541,0.0689655172414,0.231966414262,0.805112781955,0.510638297872,0.216790426845,0.798947368421,0.368421052632,0.233386697314,0.775037593985,0.333333333333,0.230966955819,0.778496240602,0.0689655172414,0.244485946343,0.79454887218,0.358974358974,0.237117822185,0.78954887218,0.380952380952,0.234201036906,0.787781954887,0.315789473684,0.215534089967,503  HLA-B5301,HLA-B5301,0.836273793367,0.716279069767,0.511274627074,0.84954936145,0.740566037736,0.528185774261,0.834934057139,0.712264150943,0.518639989656,0.851550266207,0.701030927835,0.546676439764,0.832585168946,0.721603563474,0.502381252208,0.846400111355,0.721461187215,0.525352942499,0.845182169329,0.713253012048,0.529645111836,0.848070431847,0.668449197861,0.535860173035,0.841415248634,0.73381294964,0.515584804367,0.885722239621,0.753623188406,0.559543387122,0.821327904792,0.73417721519,0.495308289839,485  HLA-A3301,HLA-A3301,0.912424924925,0.822857142857,0.579393928005,0.924042792793,0.863309352518,0.600598833905,0.922635135135,0.850277264325,0.593278734921,0.917698948949,0.558024691358,0.575796827767,0.906306306306,0.839552238806,0.575095393221,0.910998498498,0.840366972477,0.588026968575,0.923010510511,0.837988826816,0.593152836413,0.917154654655,0.511508951407,0.574304031169,0.914592717718,0.868327402135,0.587112255799,0.931156156156,0.829174664107,0.61214653314,0.907413663664,0.855098389982,0.572158364327,473  HLA-A6901,HLA-A6901,0.958853083853,0.638888888889,0.33818914857,0.96483021483,0.666666666667,0.342788822608,0.956947331947,0.7,0.325785109564,0.942480942481,0.512820512821,0.311835278464,0.961365211365,0.69696969697,0.334645137425,0.965783090783,0.676923076923,0.342826524854,0.953568953569,0.72131147541,0.322655823128,0.942394317394,0.511627906977,0.312628443904,0.960065835066,0.698412698413,0.335338830934,0.944256756757,0.68085106383,0.327431926049,0.954868329868,0.689655172414,0.322498037213,470  HLA-B1509,HLA-B1509,0.852442199953,0.487804878049,0.298869310009,0.871853546911,0.315789473684,0.331161412941,0.880691233331,0.129032258065,0.330300715232,0.817801625503,0.0,0.276523047269,0.85204766038,0.45,0.324116442804,0.861990057603,0.216216216216,0.294023900684,0.860648623057,0.129032258065,0.341234763905,0.861122070544,0.0,0.287935261336,0.901246745049,0.1875,0.354311024941,0.922906967569,0.176470588235,0.448098541592,0.894618480234,0.1875,0.364672803465,466  HLA-A3201,HLA-A3201,0.884704018436,0.699690402477,0.512868881159,0.893681885832,0.708860759494,0.514653051832,0.900643333813,0.777777777778,0.484061541185,0.900451293869,0.775244299674,0.483941260016,0.890273176821,0.720779220779,0.517720221642,0.910653415911,0.75641025641,0.540212800243,0.896994574872,0.780327868852,0.482578073434,0.890777281675,0.758169934641,0.447957143625,0.89306975851,0.772881355932,0.448283569787,0.907160689423,0.766423357664,0.480668980026,0.832013058716,0.580796252927,0.493692620037,449  HLA-B5801,HLA-B5801,0.894775124257,0.832512315271,0.559392167502,0.904311633733,0.835820895522,0.571688069408,0.907261486241,0.825641025641,0.587919475574,0.903463046026,0.756032171582,0.587124218236,0.892997130965,0.827067669173,0.549359690324,0.90412979351,0.839195979899,0.574563230551,0.907099850487,0.827763496144,0.58806221407,0.907766597971,0.793650793651,0.590611115792,0.891653533762,0.827411167513,0.545132023949,0.88201600194,0.805194805195,0.531508026789,0.905645128702,0.817757009346,0.582025980482,445  HLA-B2703,HLA-B2703,,0.0,0.0189786235643,,0.0,0.0606091526731,,0.0,-0.0278557216831,,0.0,0.0070404571287,,0.0,-0.00857099128711,,0.0,0.0299984695049,,0.0,0.0413244222771,,0.0,0.00122442732673,,0.0,0.0536578226138,,0.0,0.0674510013269,,0.0,,441  HLA-A3002,HLA-A3002,0.711574470052,0.619512195122,0.315226512226,0.728981252456,0.622784810127,0.334000390378,0.742042118403,0.645161290323,0.34358265132,0.73841281583,0.597260273973,0.346868654473,0.715735453894,0.649164677804,0.32467089891,0.724912734922,0.625954198473,0.327773069718,0.740308375136,0.631313131313,0.343651588449,0.743336646709,0.621409921671,0.348683998872,0.749659030491,0.663438256659,0.342160960828,0.73274925449,0.611260053619,0.320577130538,0.754270787582,0.704103671706,0.354955523542,420  HLA-A2501,HLA-A2501,0.975669099757,0.363636363636,0.146430322171,0.972749391727,0.380952380952,0.145681317966,0.977128953771,0.6,0.147029525536,0.971776155718,0.285714285714,0.145381716284,0.992214111922,0.470588235294,0.151523550769,0.991240875912,0.5,0.151223949086,0.991240875912,0.545454545455,0.151373749928,0.984914841849,0.444444444444,0.149426338993,0.991727493917,0.666666666667,0.151836145594,0.998540145985,0.888888888889,0.153967787019,0.992700729927,0.727272727273,0.15199672665,416  HLA-A2602,HLA-A2602,0.902721482339,0.713615023474,0.469626713556,0.926269060027,0.746411483254,0.493376237077,0.930901370392,0.786069651741,0.518496498469,0.920671685003,0.73,0.495432343882,0.918194685711,0.711711711712,0.494925766843,0.913015505372,0.756218905473,0.479072885396,0.926751592357,0.777777777778,0.512775157796,0.927555812906,0.77358490566,0.519539451196,0.931576915653,0.766839378238,0.52536486012,0.957810589976,0.839378238342,0.561092970194,0.942980763044,0.790243902439,0.5318054488,413  HLA-B4402,HLA-B4402,0.8697573865,0.682291666667,0.506404839207,0.868196012491,0.601156069364,0.513060657721,0.887196733125,0.517571884984,0.544208930695,0.889502762431,0.122448979592,0.547824141471,0.871054527985,0.701298701299,0.508224415492,0.876315157338,0.614084507042,0.524672427431,0.887989430699,0.488599348534,0.548877580373,0.88109536392,0.159362549801,0.532357743054,0.912334854672,0.56880733945,0.574915568737,0.934554407879,0.607142857143,0.598960105733,0.802017775643,0.570652173913,0.377900184145,411  HLA-B4001,HLA-B4001,0.895389299696,0.735042735043,0.580585854773,0.906650234401,0.723032069971,0.602434416351,0.912764003673,0.680981595092,0.612247960211,0.922502537335,0.4296875,0.620596796032,0.894954327969,0.704142011834,0.585663509307,0.900246483979,0.693009118541,0.584052330465,0.913585616935,0.654088050314,0.613517373845,0.92443574501,0.467924528302,0.622842681692,0.928725049538,0.829787234043,0.635307727605,0.920678072592,0.845569620253,0.61941822858,0.862331448456,0.674486803519,0.52072461814,407  HLA-A2301,HLA-A2301,0.840580864394,0.710601719198,0.556410042713,0.873845173622,0.773480662983,0.596226419744,0.870579802485,0.743362831858,0.582936644964,0.871402782202,0.608695652174,0.574676864622,0.855341403844,0.756302521008,0.558395566834,0.850854836997,0.71186440678,0.565861137527,0.874269937347,0.746355685131,0.592758370947,0.868509079325,0.602150537634,0.572241288368,0.881451099076,0.773841961853,0.605598128331,0.895229372412,0.788405797101,0.636943551658,0.849381437825,0.745,0.561259256709,391  Mamu-A02,Mamu-A02,0.876988593156,0.68221574344,0.504328683587,0.870053231939,0.668555240793,0.507614300194,0.853992395437,0.666666666667,0.485395991169,0.826068441065,0.644257703081,0.456417929943,0.883771863118,0.68804664723,0.522534231345,0.867954372624,0.657458563536,0.502012593191,0.855422053232,0.662921348315,0.495629878962,0.818828897338,0.64553314121,0.451489505032,0.929688212928,0.767123287671,0.598964204779,0.883087452471,0.748091603053,0.524622001116,0.810692015209,0.64,0.478589075968,388  HLA-A8001,HLA-A8001,0.966589861751,0.344827586207,0.175279805566,0.988479262673,0.56,0.194232278439,0.985407066052,0.461538461538,0.180293040326,0.971198156682,0.380952380952,0.17161158501,0.962365591398,0.357142857143,0.174423887436,0.966589861751,0.333333333333,0.166353802213,0.98425499232,0.4,0.180537588363,0.97311827957,0.6,0.174912983511,0.983486943164,0.434782608696,0.182374242165,0.980798771121,0.434782608696,0.186523956092,0.990015360983,0.518518518519,0.183986948055,379  HLA-B4403,HLA-B4403,0.785884730917,0.677333333333,0.419995275892,0.811936778866,0.732824427481,0.450560362372,0.813593105191,0.613981762918,0.462363838165,0.805648353499,0.372093023256,0.449010980108,0.788860503635,0.70618556701,0.42475610503,0.790095730047,0.719387755102,0.431009975259,0.813958058449,0.607902735562,0.460307385342,0.816175851324,0.357142857143,0.461969449953,0.86950113697,0.766304347826,0.541066095542,0.89104741585,0.775956284153,0.587824372142,0.796454338733,0.754901960784,0.432021465626,378  HLA-B4601,HLA-B4601,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,378  HLA-B3801,HLA-B3801,0.901215805471,0.0,0.500358699224,0.909118541033,0.0,0.515732161332,0.921952043229,0.0,0.524527048121,0.725768321513,0.0,0.274189390547,0.934684228301,0.0,0.525089920876,0.935900033772,0.0,0.523753098084,0.919621749409,0.0,0.507077992731,0.922728807835,0.0,0.51773739552,0.925683890578,0.0,0.513268727547,0.980074299223,0.0,0.652173052547,0.949206349206,0.0,0.547438205189,351  HLA-B2705,HLA-B2705,0.945674531155,0.571428571429,0.416363886389,0.944585601936,0.509803921569,0.424004765583,0.948578342408,0.489795918367,0.438219362074,0.937447065941,0.25641025641,0.425114613958,0.94204476709,0.549019607843,0.396600048025,0.950514216576,0.382978723404,0.439371896924,0.94797338173,0.52,0.438390107978,0.939261947973,0.263157894737,0.426651327092,0.948457350272,0.285714285714,0.430560720563,0.943859649123,0.4,0.377208283211,0.941681790684,0.304347826087,0.41688407929,314  HLA-A2603,HLA-A2603,0.860835380835,0.529411764706,0.320884620837,0.863587223587,0.537313432836,0.3156341041,0.862604422604,0.518518518519,0.304849258911,0.834004914005,0.311111111111,0.278809534014,0.864176904177,0.524590163934,0.314002186736,0.87714987715,0.576271186441,0.319323656402,0.886977886978,0.545454545455,0.329966595733,0.851302211302,0.340425531915,0.310454540292,0.890171990172,0.542372881356,0.366316603709,0.9342997543,0.581818181818,0.426437845265,0.843194103194,0.509090909091,0.30674145733,312  Mamu-A01,Mamu-A01,0.847141106064,0.583333333333,0.455048731224,0.889177301896,0.643835616438,0.506095864534,0.922777417262,0.716417910448,0.527595080468,0.91765808638,0.738461538462,0.497020818612,0.84310332396,0.646706586826,0.442300452429,0.907924147379,0.680272108844,0.530512059514,0.920974835965,0.719424460432,0.525326318988,0.915062369313,0.69696969697,0.504907465663,0.916720744106,0.694915254237,0.569423056124,0.912755065253,0.706896551724,0.539012770293,0.839390006489,0.609271523179,0.469974708646,274  HLA-B0803,HLA-B0803,0.952592592593,0.0,0.302767592003,0.886913580247,0.0,0.273942826583,0.957037037037,0.0,0.309651118074,0.407901234568,0.0,-0.0192523619782,0.952098765432,0.2,0.29825027802,0.91012345679,0.0,0.289430760242,0.940740740741,0.2,0.302767592003,0.951604938272,0.0,0.299756049347,0.968395061728,0.0,0.318249368642,0.952345679012,0.0,0.315978392032,0.973333333333,0.0,0.314266435846,234  H-2-KD,H-2-KD,0.765223162436,0.613333333333,0.336723404003,0.764808362369,0.569444444444,0.32369988752,0.766882362701,0.545454545455,0.348128613705,0.754106520657,0.528,0.326088816579,0.776837564294,0.589928057554,0.350286356081,0.7506222001,0.594202898551,0.321850394054,0.762651402024,0.545454545455,0.34966985826,0.770615563298,0.560606060606,0.347049742517,0.815331010453,0.657718120805,0.403274546055,0.81918865107,0.645569620253,0.390332842528,0.753691720591,0.538461538462,0.365246868635,229  HLA-B1503,HLA-B1503,0.788337924702,0.477064220183,0.361370975935,0.820477502296,0.47619047619,0.377721925033,0.839990817264,0.537037037037,0.413123979961,0.802112029385,0.453781512605,0.365121193618,0.809687786961,0.509803921569,0.39527294379,0.820936639118,0.551020408163,0.426174737498,0.818411386593,0.514285714286,0.407873675205,0.812442607897,0.457627118644,0.348920253228,0.864784205693,0.592592592593,0.468921535676,0.870064279155,0.588235294118,0.522576895444,0.839416896235,0.523364485981,0.44491659384,165  HLA-A0202,HLA-A0202,0.833980044346,0.72,0.561484049807,0.893292682927,0.76404494382,0.614702861546,0.903270509978,0.791208791209,0.641312267415,0.913248337029,0.778947368421,0.668433392628,0.818458980044,0.686274509804,0.476538638763,0.907705099778,0.747252747253,0.629798582183,0.90354767184,0.782608695652,0.64489430282,0.917128603104,0.795454545455,0.666642374925,0.89038248337,0.755555555556,0.627143420543,0.898697339246,0.769230769231,0.624279605686,0.882206208426,0.727272727273,0.606937678504,126  HLA-A2902,HLA-A2902,0.890923890924,0.7,0.620455220516,0.884818884819,0.666666666667,0.649313602865,0.873015873016,0.64406779661,0.621376232718,0.862026862027,0.654545454545,0.603877000868,0.909238909239,0.75,0.61370113103,0.884818884819,0.655737704918,0.649313602865,0.87382987383,0.64406779661,0.625060281529,0.86161986162,0.654545454545,0.604184004936,0.868945868946,0.64406779661,0.619829825841,0.882376882377,0.633333333333,0.641256773548,0.871794871795,0.655172413793,0.612363969248,118  HLA-B5401,HLA-B5401,0.8,0.727272727273,0.295786563848,0.816216216216,0.666666666667,0.314822332809,0.8,0.727272727273,0.311893752968,0.797297297297,0.727272727273,0.289929404168,0.810810810811,0.727272727273,0.293590128968,0.82972972973,0.727272727273,0.266500765447,0.797297297297,0.727272727273,0.303840158408,0.813513513514,0.727272727273,0.333125956809,0.816216216216,0.8,0.300252219662,0.845945945946,0.727272727273,0.349826378419,0.839189189189,0.727272727273,0.333600323505,79  HLA-B4002,HLA-B4002,0.916666666667,0.764705882353,0.494300247684,0.90873015873,0.689655172414,0.481845438293,0.934523809524,0.758620689655,0.493521822097,0.924603174603,0.615384615385,0.434361477492,0.920634920635,0.774193548387,0.501306077966,0.902777777778,0.709677419355,0.48028858712,0.927579365079,0.666666666667,0.491186545336,0.936507936508,0.434782608696,0.443702584535,0.920634920635,0.758620689655,0.456241859697,0.918650793651,0.909090909091,0.51871959177,0.934523809524,0.758620689655,0.45554765846,74  HLA-B4501,HLA-B4501,0.996666666667,0.75,0.230044980645,1.0,0.75,0.247621451077,0.996666666667,0.571428571429,0.238316260848,0.993333333333,0.571428571429,0.27140138166,1.0,0.75,0.251757091178,0.996666666667,0.75,0.261062281406,1.0,0.571428571429,0.241417990924,0.996666666667,0.571428571429,0.285876122015,1.0,1.0,0.263573989159,0.993333333333,0.8,0.246426265221,1.0,0.888888888889,0.251300552214,65 HLA-A2601,0.928083637061,0.58,0.432299199045,0.929260182876,0.593103448276,0.440722270327,0.931760342733,0.574898785425,0.433437209739,0.92354370484,0.375,0.426086437248,0.928134791227,0.584126984127,0.434551325196,0.93487435258,0.582089552239,0.446663223795,0.931267983886,0.553719008264,0.432821907369,0.922245667882,0.333333333333,0.423483588301,0.930839567747,0.541176470588,0.436645829948,0.942278918089,0.64,0.451666244047,0.927338704521,0.603053435115,0.422900320564,1333  HLA-B0801,0.942694075869,0.762931034483,0.600817320869,0.949517316734,0.773504273504,0.620341998867,0.948273557326,0.778523489933,0.616491093823,0.940561086604,0.588555858311,0.603956004954,0.939427754433,0.737991266376,0.588233113313,0.950615777146,0.754464285714,0.612595981961,0.949331334019,0.779735682819,0.616176734227,0.944594586741,0.633245382586,0.611176451912,0.94618706374,0.776053215078,0.62951860891,0.942821938986,0.701670644391,0.606761923073,0.940555274644,0.76,0.618953291159,940  HLA-B5101,0.933049841772,0.489795918367,0.369192187552,0.939082278481,0.391304347826,0.369358614323,0.948140822785,0.404761904762,0.382397511736,0.945668512658,0.222222222222,0.37372411655,0.91386471519,0.462962962963,0.354629845082,0.931744462025,0.454545454545,0.36662537466,0.946123417722,0.418604651163,0.379766688546,0.949841772152,0.246575342466,0.379497845301,0.919175237342,0.428571428571,0.365307322855,0.948694620253,0.610169491525,0.406973354775,0.927620648734,0.395604395604,0.344534320609,854  HLA-B5701,0.914239641144,0.75,0.524933035531,0.916777172045,0.740298507463,0.535227464709,0.922818132705,0.670886075949,0.545376901926,0.914247826728,0.557491289199,0.538244678358,0.913240999951,0.757396449704,0.52229556273,0.908247793985,0.749279538905,0.518021752092,0.923587577558,0.701863354037,0.548573629431,0.917186451222,0.535211267606,0.541303318281,0.899092218784,0.741839762611,0.484974642634,0.883077124568,0.64262295082,0.460132925996,0.929923219226,0.709090909091,0.569615215771,815  HLA-B0702,0.904984835328,0.79271070615,0.564504871318,0.915801462353,0.866525423729,0.594497366878,0.909307710701,0.835526315789,0.587247102285,0.89804432363,0.722772277228,0.576846135462,0.898698732712,0.832069339112,0.567138566426,0.91179320673,0.864806866953,0.590659349296,0.909691546797,0.835164835165,0.587399163204,0.899051106832,0.723667905824,0.579656221235,0.916125520696,0.869383490073,0.606014456264,0.913526761556,0.855010660981,0.604720115243,0.897927914323,0.857719475277,0.563959644632,813  HLA-A3101,0.82850967287,0.782608695652,0.460554275759,0.854837967931,0.8225,0.510287191603,0.847234570929,0.817610062893,0.503989541179,0.840627586841,0.787012987013,0.487018299413,0.846567740749,0.817042606516,0.487072323375,0.854385749762,0.823529411765,0.514107457485,0.847395529938,0.816582914573,0.505116326672,0.840160039243,0.802043422733,0.487550821324,0.862606156299,0.833957553059,0.525026069344,0.859260508324,0.822335025381,0.528940519264,0.851270043229,0.837037037037,0.502585535907,724  HLA-A1101,0.92036818105,0.872077028886,0.579906230996,0.936520243816,0.883152173913,0.615350573047,0.93692711612,0.884297520661,0.612012625811,0.925450246426,0.876373626374,0.58619399207,0.92677833904,0.863509749304,0.567485962209,0.936865701432,0.884667571235,0.619076653683,0.937280250572,0.884297520661,0.611919473795,0.927154504,0.874651810585,0.586388058769,0.949252276182,0.883401920439,0.632199229826,0.94506456219,0.887671232877,0.625793616365,0.944204756568,0.882513661202,0.61838785233,723  HLA-A0101,0.912745545911,0.621761658031,0.52171951828,0.924910749031,0.659793814433,0.531596037024,0.90926010524,0.586206896552,0.521744799471,0.887467641236,0.315789473684,0.496345629255,0.91480973893,0.613756613757,0.517345872181,0.923607938683,0.642487046632,0.527306661562,0.908667918718,0.56,0.519115555574,0.893474104529,0.349206349206,0.502977728445,0.915334246993,0.619565217391,0.524866138259,0.894895352182,0.594285714286,0.498766936081,0.832665008544,0.437810945274,0.428063593843,696  HLA-A0206,0.876067406554,0.849449204406,0.46571314956,0.909081009465,0.872235872236,0.528875641358,0.900024501574,0.868711656442,0.517420631554,0.883499550804,0.869458128079,0.500009016651,0.871194315635,0.823970037453,0.473545782679,0.902638002849,0.868105515588,0.511636932264,0.898989990653,0.880778588808,0.519495501254,0.883082116573,0.863861386139,0.492798844441,0.913636487382,0.872901678657,0.543183798091,0.910796119677,0.866257668712,0.535066501248,0.904316814432,0.878281622912,0.527571472259,682  HLA-A6802,0.954561765497,0.870481927711,0.60285638758,0.968359199785,0.9,0.640201193464,0.968413025926,0.889894419306,0.63265989368,0.959172871625,0.767918088737,0.597376738096,0.94603032206,0.862745098039,0.587394010325,0.969731766395,0.89022556391,0.653204058079,0.968637301516,0.885844748858,0.634703459329,0.959827756347,0.739054290718,0.603082445727,0.971961065758,0.922636103152,0.652332311805,0.964196644837,0.900293255132,0.653215960883,0.965793487037,0.928774928775,0.629529810138,669  HLA-A3001,0.888739961737,0.730864197531,0.502090434091,0.881442531303,0.737913486005,0.499390393105,0.889599156843,0.745591939547,0.521543854388,0.893688925548,0.75,0.520643840726,0.882359006083,0.714628297362,0.497618491208,0.888167165,0.72864321608,0.510368684752,0.888109885326,0.749367088608,0.520737592149,0.895212564869,0.750656167979,0.528190830287,0.866899222142,0.731958762887,0.456482424481,0.871974201235,0.746113989637,0.459857147703,0.86993504485,0.692874692875,0.505244438324,660  HLA-A0203,0.950892018779,0.916565900846,0.534314955698,0.976452790819,0.951364175563,0.573478451578,0.97432446531,0.953736654804,0.592811603109,0.970391236307,0.951248513674,0.580907659659,0.94882629108,0.923619271445,0.510105489983,0.973489827856,0.951132300358,0.566307401307,0.974814814815,0.957040572792,0.595852128424,0.970610328638,0.958183990442,0.581060642065,0.975878977569,0.9486260454,0.586910908282,0.97415753782,0.944578313253,0.591463473938,0.972884715702,0.94674556213,0.583907825754,651  HLA-B3901,0.953506493506,0.705882352941,0.297435030834,0.951363636364,0.734693877551,0.295160814323,0.96025974026,0.723404255319,0.303499608197,0.951948051948,0.666666666667,0.302470795966,0.954350649351,0.745098039216,0.298463843065,0.943376623377,0.666666666667,0.288446460814,0.960519480519,0.734693877551,0.304690864464,0.956883116883,0.731707317073,0.307317043055,0.965194805195,0.75,0.305138182847,0.980064935065,0.744186046512,0.316739268491,0.949707792208,0.708333333333,0.296639125026,641  HLA-B1501,0.914988316457,0.793503480278,0.569384425408,0.933960164682,0.831050228311,0.585045535787,0.937242683877,0.829736211031,0.590097868249,0.929186602871,0.715083798883,0.578906559759,0.914754645599,0.795294117647,0.562450071098,0.93626349171,0.841379310345,0.588137428824,0.938188494492,0.830917874396,0.590859638997,0.929142094136,0.71978021978,0.577136563021,0.934416379214,0.846511627907,0.591734783727,0.935595860688,0.823244552058,0.589097217624,0.936063202403,0.819047619048,0.590100283978,633  HLA-B1517,0.910482221782,0.661087866109,0.407310605578,0.921476790466,0.661157024793,0.4171644848,0.911691624338,0.669603524229,0.402891597885,0.90181850166,0.669642857143,0.38150766411,0.911515711239,0.65306122449,0.411390991991,0.90999846076,0.639004149378,0.410408990282,0.919255887592,0.672413793103,0.418772935876,0.895485630099,0.669683257919,0.380220903249,0.902687072586,0.637931034483,0.422497170997,0.934516348924,0.710280373832,0.448575473409,0.899619587924,0.652542372881,0.406582328386,582  HLA-A2402,0.851003772056,0.653658536585,0.535714268768,0.853636616795,0.649164677804,0.551522129962,0.87071213387,0.585365853659,0.585672030877,0.868598263335,0.329824561404,0.576667085823,0.843712817397,0.632911392405,0.530855042953,0.840712893344,0.657142857143,0.54029055232,0.865990734412,0.583783783784,0.578610776149,0.868775474039,0.386666666667,0.576950028086,0.864199640515,0.632911392405,0.575710134603,0.892876129718,0.693069306931,0.600685680411,0.848915217336,0.633416458853,0.53758907661,573  H-2-DB,0.887624324144,0.611320754717,0.598370098049,0.907299245711,0.666666666667,0.631109529668,0.894432948401,0.564102564103,0.621788151237,0.889393231426,0.380952380952,0.617127462022,0.892764167946,0.606299212598,0.599299689067,0.894516387424,0.595918367347,0.616821843057,0.892263533809,0.563876651982,0.618273533141,0.892513850878,0.428571428571,0.614822585661,0.89615179227,0.621212121212,0.600337368132,0.874574460984,0.577235772358,0.574261862153,0.884186636406,0.628571428571,0.571251663914,564  H-2-KB,0.866649350649,0.794612794613,0.527096412767,0.900376623377,0.797853309481,0.570316554264,0.910038961039,0.812164579606,0.565229559064,0.908103896104,0.759924385633,0.558622904539,0.879766233766,0.807495741056,0.551320812695,0.898012987013,0.808510638298,0.566942395423,0.911974025974,0.812164579606,0.570651394455,0.908831168831,0.760828625235,0.56334930261,0.891675324675,0.813675213675,0.573198806394,0.825564935065,0.665354330709,0.486836066927,0.915993506494,0.859967051071,0.589218458368,558  HLA-B3501,0.82805010051,0.737903225806,0.500896269485,0.831002150779,0.72265625,0.52418167292,0.829343379676,0.722109533469,0.519938007391,0.822469319763,0.702947845805,0.492655344812,0.814793989063,0.709278350515,0.478418531424,0.819573499023,0.713147410359,0.504907217872,0.828331248155,0.714285714286,0.51752870051,0.824718500921,0.709534368071,0.503182373173,0.828689711402,0.712,0.515204942349,0.836280697808,0.71102661597,0.514412620803,0.823734484164,0.705410821643,0.501630342448,542  HLA-A6801,0.926692637069,0.904494382022,0.519608468977,0.945220694762,0.919605077574,0.571760167669,0.94174366569,0.905027932961,0.556708901149,0.930362834423,0.896253602305,0.530510154814,0.914297672322,0.896174863388,0.508186278246,0.943723640578,0.916666666667,0.561942867028,0.941373426483,0.905292479109,0.55306536689,0.930797463057,0.901960784314,0.536018831609,0.948037732204,0.924791086351,0.57140253041,0.948906989472,0.923943661972,0.599562096779,0.944552654454,0.924346629986,0.556418093602,527  HLA-B0802,0.978728219054,0.285714285714,0.361894212703,0.964924190993,0.16,0.341633250619,0.980878026703,0.0,0.358487901643,0.966055668703,0.0,0.358347435207,0.981104322245,0.363636363636,0.362947710969,0.974089160444,0.0,0.36477377463,0.980878026703,0.285714285714,0.376081322686,0.973410273818,0.0,0.340192148422,0.989929848382,0.190476190476,0.393832624105,0.989590405069,0.571428571429,0.410579384615,0.987214301878,0.105263157895,0.385838379767,509  HLA-B1801,0.775263157895,0.324324324324,0.201325122509,0.811503759398,0.358974358974,0.241803189469,0.774436090226,0.333333333333,0.231177368123,0.768646616541,0.0689655172414,0.231966414262,0.805112781955,0.510638297872,0.216790426845,0.798947368421,0.368421052632,0.233386697314,0.775037593985,0.333333333333,0.230966955819,0.778496240602,0.0689655172414,0.244485946343,0.79454887218,0.358974358974,0.237117822185,0.78954887218,0.380952380952,0.234201036906,0.787781954887,0.315789473684,0.215534089967,503  HLA-B5301,0.836273793367,0.716279069767,0.511274627074,0.84954936145,0.740566037736,0.528185774261,0.834934057139,0.712264150943,0.518639989656,0.851550266207,0.701030927835,0.546676439764,0.832585168946,0.721603563474,0.502381252208,0.846400111355,0.721461187215,0.525352942499,0.845182169329,0.713253012048,0.529645111836,0.848070431847,0.668449197861,0.535860173035,0.841415248634,0.73381294964,0.515584804367,0.885722239621,0.753623188406,0.559543387122,0.821327904792,0.73417721519,0.495308289839,485  HLA-A3301,0.912424924925,0.822857142857,0.579393928005,0.924042792793,0.863309352518,0.600598833905,0.922635135135,0.850277264325,0.593278734921,0.917698948949,0.558024691358,0.575796827767,0.906306306306,0.839552238806,0.575095393221,0.910998498498,0.840366972477,0.588026968575,0.923010510511,0.837988826816,0.593152836413,0.917154654655,0.511508951407,0.574304031169,0.914592717718,0.868327402135,0.587112255799,0.931156156156,0.829174664107,0.61214653314,0.907413663664,0.855098389982,0.572158364327,473  HLA-A6901,0.958853083853,0.638888888889,0.33818914857,0.96483021483,0.666666666667,0.342788822608,0.956947331947,0.7,0.325785109564,0.942480942481,0.512820512821,0.311835278464,0.961365211365,0.69696969697,0.334645137425,0.965783090783,0.676923076923,0.342826524854,0.953568953569,0.72131147541,0.322655823128,0.942394317394,0.511627906977,0.312628443904,0.960065835066,0.698412698413,0.335338830934,0.944256756757,0.68085106383,0.327431926049,0.954868329868,0.689655172414,0.322498037213,470  HLA-B1509,0.852442199953,0.487804878049,0.298869310009,0.871853546911,0.315789473684,0.331161412941,0.880691233331,0.129032258065,0.330300715232,0.817801625503,0.0,0.276523047269,0.85204766038,0.45,0.324116442804,0.861990057603,0.216216216216,0.294023900684,0.860648623057,0.129032258065,0.341234763905,0.861122070544,0.0,0.287935261336,0.901246745049,0.1875,0.354311024941,0.922906967569,0.176470588235,0.448098541592,0.894618480234,0.1875,0.364672803465,466  HLA-A3201,0.884704018436,0.699690402477,0.512868881159,0.893681885832,0.708860759494,0.514653051832,0.900643333813,0.777777777778,0.484061541185,0.900451293869,0.775244299674,0.483941260016,0.890273176821,0.720779220779,0.517720221642,0.910653415911,0.75641025641,0.540212800243,0.896994574872,0.780327868852,0.482578073434,0.890777281675,0.758169934641,0.447957143625,0.89306975851,0.772881355932,0.448283569787,0.907160689423,0.766423357664,0.480668980026,0.832013058716,0.580796252927,0.493692620037,449  HLA-B5801,0.894775124257,0.832512315271,0.559392167502,0.904311633733,0.835820895522,0.571688069408,0.907261486241,0.825641025641,0.587919475574,0.903463046026,0.756032171582,0.587124218236,0.892997130965,0.827067669173,0.549359690324,0.90412979351,0.839195979899,0.574563230551,0.907099850487,0.827763496144,0.58806221407,0.907766597971,0.793650793651,0.590611115792,0.891653533762,0.827411167513,0.545132023949,0.88201600194,0.805194805195,0.531508026789,0.905645128702,0.817757009346,0.582025980482,445  HLA-B2703,,0.0,0.0189786235643,,0.0,0.0606091526731,,0.0,-0.0278557216831,,0.0,0.0070404571287,,0.0,-0.00857099128711,,0.0,0.0299984695049,,0.0,0.0413244222771,,0.0,0.00122442732673,,0.0,0.0536578226138,,0.0,0.0674510013269,,0.0,,441  HLA-A3002,0.711574470052,0.619512195122,0.315226512226,0.728981252456,0.622784810127,0.334000390378,0.742042118403,0.645161290323,0.34358265132,0.73841281583,0.597260273973,0.346868654473,0.715735453894,0.649164677804,0.32467089891,0.724912734922,0.625954198473,0.327773069718,0.740308375136,0.631313131313,0.343651588449,0.743336646709,0.621409921671,0.348683998872,0.749659030491,0.663438256659,0.342160960828,0.73274925449,0.611260053619,0.320577130538,0.754270787582,0.704103671706,0.354955523542,420  HLA-A2501,0.975669099757,0.363636363636,0.146430322171,0.972749391727,0.380952380952,0.145681317966,0.977128953771,0.6,0.147029525536,0.971776155718,0.285714285714,0.145381716284,0.992214111922,0.470588235294,0.151523550769,0.991240875912,0.5,0.151223949086,0.991240875912,0.545454545455,0.151373749928,0.984914841849,0.444444444444,0.149426338993,0.991727493917,0.666666666667,0.151836145594,0.998540145985,0.888888888889,0.153967787019,0.992700729927,0.727272727273,0.15199672665,416  HLA-A2602,0.902721482339,0.713615023474,0.469626713556,0.926269060027,0.746411483254,0.493376237077,0.930901370392,0.786069651741,0.518496498469,0.920671685003,0.73,0.495432343882,0.918194685711,0.711711711712,0.494925766843,0.913015505372,0.756218905473,0.479072885396,0.926751592357,0.777777777778,0.512775157796,0.927555812906,0.77358490566,0.519539451196,0.931576915653,0.766839378238,0.52536486012,0.957810589976,0.839378238342,0.561092970194,0.942980763044,0.790243902439,0.5318054488,413  HLA-B4402,0.8697573865,0.682291666667,0.506404839207,0.868196012491,0.601156069364,0.513060657721,0.887196733125,0.517571884984,0.544208930695,0.889502762431,0.122448979592,0.547824141471,0.871054527985,0.701298701299,0.508224415492,0.876315157338,0.614084507042,0.524672427431,0.887989430699,0.488599348534,0.548877580373,0.88109536392,0.159362549801,0.532357743054,0.912334854672,0.56880733945,0.574915568737,0.934554407879,0.607142857143,0.598960105733,0.802017775643,0.570652173913,0.377900184145,411  HLA-B4001,0.895389299696,0.735042735043,0.580585854773,0.906650234401,0.723032069971,0.602434416351,0.912764003673,0.680981595092,0.612247960211,0.922502537335,0.4296875,0.620596796032,0.894954327969,0.704142011834,0.585663509307,0.900246483979,0.693009118541,0.584052330465,0.913585616935,0.654088050314,0.613517373845,0.92443574501,0.467924528302,0.622842681692,0.928725049538,0.829787234043,0.635307727605,0.920678072592,0.845569620253,0.61941822858,0.862331448456,0.674486803519,0.52072461814,407  HLA-A2301,0.840580864394,0.710601719198,0.556410042713,0.873845173622,0.773480662983,0.596226419744,0.870579802485,0.743362831858,0.582936644964,0.871402782202,0.608695652174,0.574676864622,0.855341403844,0.756302521008,0.558395566834,0.850854836997,0.71186440678,0.565861137527,0.874269937347,0.746355685131,0.592758370947,0.868509079325,0.602150537634,0.572241288368,0.881451099076,0.773841961853,0.605598128331,0.895229372412,0.788405797101,0.636943551658,0.849381437825,0.745,0.561259256709,391  Mamu-A02,0.876988593156,0.68221574344,0.504328683587,0.870053231939,0.668555240793,0.507614300194,0.853992395437,0.666666666667,0.485395991169,0.826068441065,0.644257703081,0.456417929943,0.883771863118,0.68804664723,0.522534231345,0.867954372624,0.657458563536,0.502012593191,0.855422053232,0.662921348315,0.495629878962,0.818828897338,0.64553314121,0.451489505032,0.929688212928,0.767123287671,0.598964204779,0.883087452471,0.748091603053,0.524622001116,0.810692015209,0.64,0.478589075968,388  HLA-A8001,0.966589861751,0.344827586207,0.175279805566,0.988479262673,0.56,0.194232278439,0.985407066052,0.461538461538,0.180293040326,0.971198156682,0.380952380952,0.17161158501,0.962365591398,0.357142857143,0.174423887436,0.966589861751,0.333333333333,0.166353802213,0.98425499232,0.4,0.180537588363,0.97311827957,0.6,0.174912983511,0.983486943164,0.434782608696,0.182374242165,0.980798771121,0.434782608696,0.186523956092,0.990015360983,0.518518518519,0.183986948055,379  HLA-B4403,0.785884730917,0.677333333333,0.419995275892,0.811936778866,0.732824427481,0.450560362372,0.813593105191,0.613981762918,0.462363838165,0.805648353499,0.372093023256,0.449010980108,0.788860503635,0.70618556701,0.42475610503,0.790095730047,0.719387755102,0.431009975259,0.813958058449,0.607902735562,0.460307385342,0.816175851324,0.357142857143,0.461969449953,0.86950113697,0.766304347826,0.541066095542,0.89104741585,0.775956284153,0.587824372142,0.796454338733,0.754901960784,0.432021465626,378  HLA-B4601,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,378  HLA-B3801,0.901215805471,0.0,0.500358699224,0.909118541033,0.0,0.515732161332,0.921952043229,0.0,0.524527048121,0.725768321513,0.0,0.274189390547,0.934684228301,0.0,0.525089920876,0.935900033772,0.0,0.523753098084,0.919621749409,0.0,0.507077992731,0.922728807835,0.0,0.51773739552,0.925683890578,0.0,0.513268727547,0.980074299223,0.0,0.652173052547,0.949206349206,0.0,0.547438205189,351  HLA-B2705,0.945674531155,0.571428571429,0.416363886389,0.944585601936,0.509803921569,0.424004765583,0.948578342408,0.489795918367,0.438219362074,0.937447065941,0.25641025641,0.425114613958,0.94204476709,0.549019607843,0.396600048025,0.950514216576,0.382978723404,0.439371896924,0.94797338173,0.52,0.438390107978,0.939261947973,0.263157894737,0.426651327092,0.948457350272,0.285714285714,0.430560720563,0.943859649123,0.4,0.377208283211,0.941681790684,0.304347826087,0.41688407929,314  HLA-A2603,0.860835380835,0.529411764706,0.320884620837,0.863587223587,0.537313432836,0.3156341041,0.862604422604,0.518518518519,0.304849258911,0.834004914005,0.311111111111,0.278809534014,0.864176904177,0.524590163934,0.314002186736,0.87714987715,0.576271186441,0.319323656402,0.886977886978,0.545454545455,0.329966595733,0.851302211302,0.340425531915,0.310454540292,0.890171990172,0.542372881356,0.366316603709,0.9342997543,0.581818181818,0.426437845265,0.843194103194,0.509090909091,0.30674145733,312  Mamu-A01,0.847141106064,0.583333333333,0.455048731224,0.889177301896,0.643835616438,0.506095864534,0.922777417262,0.716417910448,0.527595080468,0.91765808638,0.738461538462,0.497020818612,0.84310332396,0.646706586826,0.442300452429,0.907924147379,0.680272108844,0.530512059514,0.920974835965,0.719424460432,0.525326318988,0.915062369313,0.69696969697,0.504907465663,0.916720744106,0.694915254237,0.569423056124,0.912755065253,0.706896551724,0.539012770293,0.839390006489,0.609271523179,0.469974708646,274  HLA-B0803,0.952592592593,0.0,0.302767592003,0.886913580247,0.0,0.273942826583,0.957037037037,0.0,0.309651118074,0.407901234568,0.0,-0.0192523619782,0.952098765432,0.2,0.29825027802,0.91012345679,0.0,0.289430760242,0.940740740741,0.2,0.302767592003,0.951604938272,0.0,0.299756049347,0.968395061728,0.0,0.318249368642,0.952345679012,0.0,0.315978392032,0.973333333333,0.0,0.314266435846,234  H-2-KD,0.765223162436,0.613333333333,0.336723404003,0.764808362369,0.569444444444,0.32369988752,0.766882362701,0.545454545455,0.348128613705,0.754106520657,0.528,0.326088816579,0.776837564294,0.589928057554,0.350286356081,0.7506222001,0.594202898551,0.321850394054,0.762651402024,0.545454545455,0.34966985826,0.770615563298,0.560606060606,0.347049742517,0.815331010453,0.657718120805,0.403274546055,0.81918865107,0.645569620253,0.390332842528,0.753691720591,0.538461538462,0.365246868635,229  HLA-B1503,0.788337924702,0.477064220183,0.361370975935,0.820477502296,0.47619047619,0.377721925033,0.839990817264,0.537037037037,0.413123979961,0.802112029385,0.453781512605,0.365121193618,0.809687786961,0.509803921569,0.39527294379,0.820936639118,0.551020408163,0.426174737498,0.818411386593,0.514285714286,0.407873675205,0.812442607897,0.457627118644,0.348920253228,0.864784205693,0.592592592593,0.468921535676,0.870064279155,0.588235294118,0.522576895444,0.839416896235,0.523364485981,0.44491659384,165  HLA-A0202,0.833980044346,0.72,0.561484049807,0.893292682927,0.76404494382,0.614702861546,0.903270509978,0.791208791209,0.641312267415,0.913248337029,0.778947368421,0.668433392628,0.818458980044,0.686274509804,0.476538638763,0.907705099778,0.747252747253,0.629798582183,0.90354767184,0.782608695652,0.64489430282,0.917128603104,0.795454545455,0.666642374925,0.89038248337,0.755555555556,0.627143420543,0.898697339246,0.769230769231,0.624279605686,0.882206208426,0.727272727273,0.606937678504,126  HLA-A2902,0.890923890924,0.7,0.620455220516,0.884818884819,0.666666666667,0.649313602865,0.873015873016,0.64406779661,0.621376232718,0.862026862027,0.654545454545,0.603877000868,0.909238909239,0.75,0.61370113103,0.884818884819,0.655737704918,0.649313602865,0.87382987383,0.64406779661,0.625060281529,0.86161986162,0.654545454545,0.604184004936,0.868945868946,0.64406779661,0.619829825841,0.882376882377,0.633333333333,0.641256773548,0.871794871795,0.655172413793,0.612363969248,118  HLA-B5401,0.8,0.727272727273,0.295786563848,0.816216216216,0.666666666667,0.314822332809,0.8,0.727272727273,0.311893752968,0.797297297297,0.727272727273,0.289929404168,0.810810810811,0.727272727273,0.293590128968,0.82972972973,0.727272727273,0.266500765447,0.797297297297,0.727272727273,0.303840158408,0.813513513514,0.727272727273,0.333125956809,0.816216216216,0.8,0.300252219662,0.845945945946,0.727272727273,0.349826378419,0.839189189189,0.727272727273,0.333600323505,79  HLA-B4002,0.916666666667,0.764705882353,0.494300247684,0.90873015873,0.689655172414,0.481845438293,0.934523809524,0.758620689655,0.493521822097,0.924603174603,0.615384615385,0.434361477492,0.920634920635,0.774193548387,0.501306077966,0.902777777778,0.709677419355,0.48028858712,0.927579365079,0.666666666667,0.491186545336,0.936507936508,0.434782608696,0.443702584535,0.920634920635,0.758620689655,0.456241859697,0.918650793651,0.909090909091,0.51871959177,0.934523809524,0.758620689655,0.45554765846,74  HLA-B4501,0.996666666667,0.75,0.230044980645,1.0,0.75,0.247621451077,0.996666666667,0.571428571429,0.238316260848,0.993333333333,0.571428571429,0.27140138166,1.0,0.75,0.251757091178,0.996666666667,0.75,0.261062281406,1.0,0.571428571429,0.241417990924,0.996666666667,0.571428571429,0.285876122015,1.0,1.0,0.263573989159,0.993333333333,0.8,0.246426265221,1.0,0.888888888889,0.251300552214,65