Updating family_results.csv

family_results.csv

@@ -29,4 +29,5 @@ tape_human_mf_embeddings,0.8971511257415596,0.921010492322748,0.9055820212607611
 ProtHGT-TAPE-MF-func,0.8884484595800709,0.9132266970128065,0.9105486120350832,0.919444089758538,0.8985583094204826,0.907527514062432,0.9071239213526816,0.8884839073387263,0.8855777203100785,0.906577393164922,0.8856749311294766,0.9175824175824177,0.9084699453551912,0.9183955739972336,0.8998609179415855,0.9017735334242838,0.9057377049180328,0.8885832187070152,0.8885832187070152,0.9059945504087192,0.8182903994067158,0.8690218677830808,0.8550331387743346,0.8702964320341386,0.8398958117506822,0.8494455857013037,0.8466908235845647,0.8128585301308205,0.8234329408490928,0.8507690335522665,0.8665575232710979,0.9019151137383402,0.9016967609231348,0.914108135256856,0.8934535251513458,0.9248939991686738,0.9047883464429042,0.8973129983181549,0.8896647588957496,0.9006993599376772,0.8663911845730028,0.9010989010989012,0.8989071038251366,0.9142461964038728,0.8998609179415855,0.9263301500682128,0.9043715846994536,0.8995873452544704,0.8885832187070152,0.896457765667575,0.7901002621152997,0.844990335563628,0.8413456188076635,0.8636537933133216,0.8389011368622283,0.8830494680256141,0.8452428417274834,0.8287726361744976,0.828480052500054,0.839203595609169,0.8680005789123996,0.9266602205269692,0.8766231079391964,0.9101349328910612,0.8812679759012502,0.9191438462411332,0.8916094285153083,0.8948730907261434,0.8907250938153632,0.9068294190471072,0.8677685950413223,0.9285714285714286,0.8674863387978142,0.908713692946058,0.8817802503477051,0.9195088676671214,0.8852459016393442,0.8954607977991746,0.8872077028885832,0.9059945504087192,0.7903756097395157,0.8875090014676135,0.7964254744245326,0.8558474407723267,0.8138416259988385,0.8717825957059752,0.822142075968658,0.8222512593548279,0.8254636771444934,0.8517276092970794,0.8646597474876196,0.9070507559620236,0.8999853042948848,0.8891772652885501,0.8868343896246057,0.8873617625746771,0.8964316506755589,0.8853226961527537,0.8903804642130349,0.8776367840179735,0.8677685950413223,0.9052197802197802,0.8989071038251366,0.8907330567081605,0.8845618915159944,0.8867667121418826,0.8961748633879781,0.8817056396148556,0.889958734525447,0.8705722070844687,0.7858776458138581,0.8521717772862328,0.8391052909063881,0.828715735661136,0.8166063523846708,0.8248604261717755,0.8337166907423472,0.799911805124067,0.8285539834654444,0.8055036349225333
 ProtHGT-TAPE-CC-func,0.7549660197393187,0.8052218183442943,0.7678001192263577,0.7915946535736069,0.7715461659043036,0.7781171172176751,0.7508282186166243,0.7803671917644667,0.7764006805380869,0.7472046414542254,0.7630853994490359,0.7939560439560439,0.76775956284153,0.7745504840940526,0.7635605006954103,0.7776261937244202,0.7377049180327869,0.7744154057771664,0.7689133425034388,0.7479564032697548,0.6298053212374197,0.7053163762769499,0.6402054993491897,0.6749431973356439,0.6524951857427023,0.6633246930343922,0.6177895476680306,0.6371558239416418,0.6662805923240315,0.6201933976053221,0.7173873407890302,0.7778598312549617,0.7572337078964576,0.7574151987245777,0.7587763455809138,0.7832336258043213,0.7465353789198275,0.7858905735161218,0.7723843393269292,0.7600527983684326,0.7134986225895317,0.771978021978022,0.7513661202185792,0.7344398340248963,0.7468706536856745,0.7803547066848567,0.7240437158469946,0.782668500687758,0.7689133425034388,0.7574931880108992,0.5781215477630289,0.6758535294189902,0.6292639309902928,0.6399814253995859,0.6351460629716987,0.6600332392038775,0.618041506035497,0.648176848823218,0.6574867922277846,0.6313542284369036,0.7450648060681733,0.7951024875461029,0.746938362812721,0.7775760573132451,0.7647034853995212,0.7522549631219323,0.7746327697646912,0.7900330924655835,0.7722154738809487,0.7460319557792708,0.7355371900826446,0.7994505494505495,0.7459016393442623,0.7648686030428768,0.7552155771905424,0.7407912687585266,0.7704918032786885,0.7840440165061898,0.7661623108665749,0.7411444141689373,0.6126649082868462,0.69794621666532,0.6160962274446812,0.665163451824758,0.6427702563840447,0.6155572290149607,0.6427292367233717,0.6460981718471794,0.6562875558628553,0.6168341340570049,0.732276682192999,0.7715491031235684,0.7578489732980307,0.755561992218395,0.7005717216490059,0.7876554278602353,0.7508751736077479,0.7620056815307519,0.7451801011575054,0.7571682325019787,0.7203856749311295,0.7568681318681318,0.7513661202185792,0.73582295988935,0.6870653685674548,0.7858117326057299,0.7377049180327869,0.7537826685006878,0.7303988995873453,0.7629427792915532,0.5937021003988158,0.663681090894946,0.623373631670872,0.6353925564086704,0.5824671023175343,0.6682127933207896,0.6174309438039377,0.6257315296523992,0.6336954514066093,0.6330503294489491
 ProtHGT-TAPE-BP-func,0.8754879074806025,0.8970934116485756,0.8731138013401217,0.8888284554248381,0.8666314187309887,0.9032347330255324,0.870790777501129,0.8745226633070471,0.8752089275559969,0.8705094272870187,0.871900826446281,0.8928571428571429,0.8674863387978142,0.8838174273858921,0.8595271210013908,0.9017735334242838,0.8633879781420765,0.874828060522696,0.8707015130674003,0.8692098092643051,0.8028388309017247,0.8382232527491041,0.794822474060851,0.8254146410250157,0.7957821433482257,0.8458175289143465,0.7950335918124146,0.7909025397160118,0.8029907114886291,0.7968824599405039,0.8716119988579093,0.9151579191992824,0.8726584979948364,0.8919512940455028,0.8764308651615077,0.8878765408499706,0.8696504322057266,0.8848725426723368,0.8710227736923091,0.8789063561083109,0.8650137741046832,0.912087912087912,0.8661202185792349,0.8852005532503457,0.8706536856745479,0.8840381991814461,0.860655737704918,0.8830811554332875,0.8707015130674003,0.8760217983651226,0.7978717095659698,0.8653444894771467,0.7958610161786019,0.8284604820270504,0.804319409033647,0.823582627985215,0.7904360368558364,0.8093428188090162,0.8011890151156867,0.8075206496234337,0.8668363124944132,0.9048954493011452,0.8778322923908569,0.8788335373092003,0.8744466835853226,0.8892388308917086,0.8849180866295667,0.8874632660016081,0.8594360286805854,0.8771327994804876,0.8567493112947658,0.9010989010989012,0.8715846994535519,0.8713692946058091,0.866481223922114,0.8840381991814461,0.8784153005464481,0.8858321870701513,0.8555708390646493,0.8760217983651226,0.7870607123654216,0.8491062343223932,0.8022478294574676,0.8112669385495264,0.8046831750614892,0.826397137553412,0.813081715011966,0.809688797359594,0.7812234924050407,0.8060044221282378,0.8564203619104162,0.8917915622219589,0.8509622845313661,0.8869615568698697,0.858013915258922,0.8786607766602289,0.8683852414141094,0.8560159701693357,0.860467232584278,0.8601268127272133,0.8484848484848485,0.885989010989011,0.8469945355191257,0.8824343015214384,0.8511821974965229,0.8758526603001364,0.8620218579234973,0.8500687757909215,0.8569463548830811,0.8528610354223434,0.7746973890453591,0.8298210320133366,0.7634390514054779,0.8231793462849385,0.7825220737089464,0.8110742721375136,0.7890792697920712,0.7624616007849782,0.7814868023611999,0.7814336958785214
-ProtHGT-TAPE-family,0.9148354208510922,0.9486314297794578,0.9281066662007262,0.9247548069549407,0.9300280003604251,0.9434492597164016,0.9200790791200668,0.9300470603968319,0.9251306838369462,0.9359333496818781,0.9132231404958677,0.9478021978021978,0.9275956284153005,0.9225449515905948,0.9304589707927677,0.9427012278308322,0.9153005464480874,0.9284731774415406,0.9257221458046767,0.9346049046321526,0.8603993474934705,0.9176498130117743,0.8825572753726316,0.8796801131361573,0.888484683117883,0.908771000493559,0.8651490551889276,0.880041280039377,0.8822879875743813,0.8962935467161344,0.9145192466089658,0.9388773472649332,0.9305224951051939,0.9285514006057284,0.9211735732690375,0.9336462180711597,0.9238009243730472,0.9225089553172305,0.9084515582743105,0.9326298605031927,0.9118457300275482,0.9381868131868132,0.9316939890710383,0.9266943291839558,0.9235048678720446,0.9304229195088677,0.9207650273224044,0.921595598349381,0.9133425034387895,0.9332425068119891,0.8612513021514294,0.9028008684527629,0.8876205656180263,0.8858469012401413,0.8766358879325417,0.8927297685411658,0.873940984425021,0.8670823506053005,0.8625914384592065,0.893337673230716,0.9180371194093053,0.9355249357303168,0.9146899621498751,0.9221751483612279,0.9239972604399074,0.9418696554173072,0.9303440188873474,0.9275807808079592,0.9260396832782448,0.9333043322888608,0.9159779614325069,0.9340659340659341,0.912568306010929,0.921161825726141,0.9248956884561892,0.9427012278308322,0.9275956284153005,0.9270976616231087,0.9270976616231087,0.9332425068119891,0.8655017310914084,0.8969858419323958,0.8613300083784482,0.8764436061654459,0.8799252649567134,0.9082613702694377,0.884537232279371,0.8749136656547821,0.8847984128010784,0.8935149075896048,0.9029126075243074,0.9295245791976394,0.9053919299493538,0.9130003639875952,0.9119097248008499,0.9258414695027006,0.9081106565420698,0.9224008597190261,0.9063007945592263,0.9082866686146077,0.8980716253443526,0.9271978021978022,0.9030054644808743,0.9114799446749654,0.9123783031988874,0.9249658935879945,0.9057377049180327,0.9188445667125172,0.90646492434663,0.9073569482288828,0.84233769810715,0.8865523326862144,0.846630325639869,0.861528356352509,0.8616889630476956,0.8810446072451175,0.850423444966756,0.8664205098803034,0.8532023228554174,0.855012967142795
+ProtHGT-TAPE-family,0.9148354208510922,0.9486314297794578,0.9281066662007262,0.9247548069549408,0.9300280003604252,0.9434492597164016,0.9200790791200668,0.930047060396832,0.9251306838369462,0.935933349681878,0.9132231404958676,0.9478021978021978,0.9275956284153004,0.9225449515905948,0.9304589707927676,0.9427012278308322,0.9153005464480874,0.9284731774415406,0.9257221458046768,0.9346049046321526,0.8603993474934705,0.9176498130117744,0.8825572753726316,0.8796801131361573,0.888484683117883,0.908771000493559,0.8651490551889276,0.880041280039377,0.8822879875743813,0.8962935467161344,0.9145192466089658,0.9388773472649332,0.930522495105194,0.9285514006057284,0.9211735732690376,0.9336462180711596,0.9238009243730472,0.9225089553172304,0.9084515582743103,0.9326298605031929,0.9118457300275482,0.9381868131868132,0.9316939890710384,0.9266943291839558,0.9235048678720446,0.9304229195088676,0.9207650273224044,0.921595598349381,0.9133425034387896,0.9332425068119892,0.8612513021514294,0.9028008684527628,0.8876205656180263,0.8858469012401413,0.8766358879325417,0.8927297685411658,0.873940984425021,0.8670823506053005,0.8625914384592065,0.893337673230716,0.9180371194093052,0.9355249357303168,0.9146899621498752,0.922175148361228,0.9239972604399074,0.9418696554173072,0.9303440188873474,0.9275807808079592,0.9260396832782448,0.9333043322888608,0.9159779614325068,0.934065934065934,0.912568306010929,0.921161825726141,0.9248956884561892,0.9427012278308322,0.9275956284153004,0.9270976616231088,0.9270976616231088,0.9332425068119892,0.8655017310914084,0.8969858419323958,0.8613300083784482,0.8764436061654459,0.8799252649567134,0.9082613702694377,0.884537232279371,0.8749136656547821,0.8847984128010784,0.8935149075896048,0.9029126075243074,0.9295245791976394,0.9053919299493538,0.9130003639875952,0.91190972480085,0.9258414695027006,0.9081106565420698,0.922400859719026,0.9063007945592264,0.9082866686146076,0.8980716253443526,0.9271978021978022,0.9030054644808744,0.9114799446749654,0.9123783031988874,0.9249658935879944,0.9057377049180328,0.9188445667125172,0.90646492434663,0.9073569482288828,0.84233769810715,0.8865523326862144,0.846630325639869,0.861528356352509,0.8616889630476956,0.8810446072451175,0.850423444966756,0.8664205098803034,0.8532023228554174,0.855012967142795
+ProtHGT-ProtT5-MF-func,0.8587434755737956,0.8740481836265229,0.890186998810015,0.8979644325907516,0.8808247495045693,0.8849957324719215,0.8982717085027488,0.8887095554387057,0.8818976856556692,0.9040352385570605,0.8539944903581267,0.8722527472527473,0.8934426229508197,0.8933518005540166,0.8845618915159944,0.8854024556616644,0.9016393442622951,0.8885832187070152,0.8830811554332875,0.9059945504087193,0.7756385784462692,0.801206500900016,0.826600881049679,0.8354850548349345,0.8137824733678503,0.8206587437196642,0.8388958577062218,0.8157834950274998,0.8160185419014436,0.8498354447422592,0.8693838968466474,0.8852225499085797,0.8997118310731606,0.8852156973473924,0.8708492826168269,0.8978819123808253,0.8945015216752853,0.8875577768467682,0.8848564653031163,0.9153462301826618,0.8663911845730028,0.885989010989011,0.9043715846994536,0.8753462603878116,0.8831710709318498,0.8963165075034106,0.8989071038251366,0.8858321870701513,0.8858321870701513,0.9155313351498637,0.7895871209890678,0.8224079391815634,0.8431534038589461,0.8146839713663386,0.8103777335375925,0.8366947196536516,0.8358105946129112,0.8114540856459243,0.8201918873284578,0.8662383751484211,0.8863269890596288,0.8910069618338935,0.8908331428876459,0.891064452902928,0.8817869597673149,0.8932669921582949,0.898372176875206,0.8964035990711708,0.8879288440281562,0.9046985038448936,0.8856749311294766,0.8887362637362637,0.8920765027322405,0.8878116343490304,0.8831710709318498,0.8894952251023193,0.9002732240437158,0.8982118294360385,0.8872077028885832,0.9032697547683923,0.8153022260123873,0.8276947724956705,0.825093318614527,0.8252443161635108,0.8118169316284516,0.8279940111604891,0.837496562263636,0.8266363232046037,0.8224779378994083,0.8476125035686248,0.8598631136372399,0.8762818826783497,0.8715770054813262,0.890306398039529,0.8718460405770123,0.8859599244429377,0.8710831043473596,0.874654081403447,0.8719395811560778,0.8792569451040162,0.8539944903581267,0.875,0.8743169398907104,0.8878116343490304,0.8734353268428373,0.8867667121418826,0.8756830601092896,0.8707015130674003,0.8693259972489684,0.8746594005449592,0.7776793592309764,0.8090190707013332,0.7970279041434495,0.8235579831642039,0.7982758529173548,0.821958679013423,0.7992542391731136,0.7902321593533975,0.7976915859658402,0.8091786716776252