rmsprop models

rmsprop_128/metrics_values128.json

@@ -0,0 +1 @@
+[{"0": {"precision": 0.7696453594912148, "recall": 0.8963093145869947, "f1-score": 0.8281621527576407, "support": 79660}, "2": {"precision": 0.8771381823590659, "recall": 0.7340054767239234, "f1-score": 0.7992139323710782, "support": 80340}, "accuracy": 0.8148125, "macro avg": {"precision": 0.8233917709251404, "recall": 0.815157395655459, "f1-score": 0.8136880425643594, "support": 160000}, "weighted avg": {"precision": 0.8236201931737345, "recall": 0.8148125, "f1-score": 0.813626527596038, "support": 160000}, "loss": 0.47419875588681965}, {"0": {"precision": 0.8361294717190575, "recall": 0.8320989204117499, "f1-score": 0.8341093270247144, "support": 79660}, "2": {"precision": 0.8343119766116645, "recall": 0.8382997261638039, "f1-score": 0.8363010977002932, "support": 80340}, "accuracy": 0.8352125, "macro avg": {"precision": 0.835220724165361, "recall": 0.8351993232877769, "f1-score": 0.8352052123625038, "support": 160000}, "weighted avg": {"precision": 0.8352168619882577, "recall": 0.8352125, "f1-score": 0.8352098698751894, "support": 160000}, "loss": 0.38832593305243385}, {"0": {"precision": 0.8555246029336044, "recall": 0.8134571930705499, "f1-score": 0.8339607343487578, "support": 79660}, "2": {"precision": 0.8236348315273508, "recall": 0.8637913866069206, "f1-score": 0.8432352959045426, "support": 80340}, "accuracy": 0.83873125, "macro avg": {"precision": 0.8395797172304776, "recall": 0.8386242898387353, "f1-score": 0.8385980151266502, "support": 160000}, "weighted avg": {"precision": 0.8395119514662394, "recall": 0.83873125, "f1-score": 0.8386177235699562, "support": 160000}, "loss": 0.37090286678738066}, {"0": {"precision": 0.8081779298545766, "recall": 0.8894928445895054, "f1-score": 0.8468879792033944, "support": 79660}, "2": {"precision": 0.8782855167646042, "recall": 0.7906646751306945, "f1-score": 0.8321750237448007, "support": 80340}, "accuracy": 0.83986875, "macro avg": {"precision": 0.8432317233095904, "recall": 0.8400787598600999, "f1-score": 0.8395315014740976, "support": 160000}, "weighted avg": {"precision": 0.8433807019317743, "recall": 0.83986875, "f1-score": 0.8395002364437482, "support": 160000}, "loss": 0.362589263982243}, {"0": {"precision": 0.8454122048282009, "recall": 0.845380366557871, "f1-score": 0.8453962853932725, "support": 79660}, "2": {"precision": 0.8466947960618847, "recall": 0.8467264127458303, "f1-score": 0.846710604108711, "support": 80340}, "accuracy": 0.84605625, "macro avg": {"precision": 0.8460535004450428, "recall": 0.8460533896518506, "f1-score": 0.8460534447509918, "support": 160000}, "weighted avg": {"precision": 0.8460562259514143, "recall": 0.84605625, "f1-score": 0.8460562376782622, "support": 160000}, "loss": 0.35503293438090217}, {"0": {"precision": 0.8498992484823906, "recall": 0.8418654280692945, "f1-score": 0.8458632628478814, "support": 79660}, "2": {"precision": 0.8446598350042543, "recall": 0.8525765496639283, "f1-score": 0.8485997286800097, "support": 80340}, "accuracy": 0.84724375, "macro avg": {"precision": 0.8472795417433225, "recall": 0.8472209888666113, "f1-score": 0.8472314957639455, "support": 160000}, "weighted avg": {"precision": 0.8472684079896815, "recall": 0.84724375, "f1-score": 0.8472373107538388, "support": 160000}, "loss": 0.35038346810473336}, {"0": {"precision": 0.8458766614298895, "recall": 0.851631935726839, "f1-score": 0.8487445421676195, "support": 79660}, "2": {"precision": 0.8518885185092359, "recall": 0.8461413990540204, "f1-score": 0.8490052329865491, "support": 80340}, "accuracy": 0.848875, "macro avg": {"precision": 0.8488825899695627, "recall": 0.8488866673904297, "f1-score": 0.8488748875770843, "support": 160000}, "weighted avg": {"precision": 0.8488953651658563, "recall": 0.848875, "f1-score": 0.8488754415450745, "support": 160000}, "loss": 0.34959997402297127}, {"0": {"precision": 0.8495318657596828, "recall": 0.8497238262616118, "f1-score": 0.8496278351680077, "support": 79660}, "2": {"precision": 0.8509623764348497, "recall": 0.8507717201891959, "f1-score": 0.8508670376317984, "support": 80340}, "accuracy": 0.85025, "macro avg": {"precision": 0.8502471210972662, "recall": 0.8502477732254039, "f1-score": 0.8502474363999031, "support": 160000}, "weighted avg": {"precision": 0.850250160932451, "recall": 0.85025, "f1-score": 0.8502500697051386, "support": 160000}, "loss": 0.3401481835378541}, {"0": {"precision": 0.8501842713473671, "recall": 0.8542932462967613, "f1-score": 0.85223380607996, "support": 79660}, "2": {"precision": 0.8548308423488212, "recall": 0.8507343788897187, "f1-score": 0.8527776911319754, "support": 80340}, "accuracy": 0.85250625, "macro avg": {"precision": 0.8525075568480942, "recall": 0.85251381259324, "f1-score": 0.8525057486059677, "support": 160000}, "weighted avg": {"precision": 0.8525174308114721, "recall": 0.85250625, "f1-score": 0.8525069043617034, "support": 160000}, "loss": 0.34191016448868644}, {"0": {"precision": 0.8608791859103833, "recall": 0.8400326387145368, "f1-score": 0.8503281636179961, "support": 79660}, "2": {"precision": 0.8451056898710329, "recall": 0.8653970624844411, "f1-score": 0.8551310198082518, "support": 80340}, "accuracy": 0.85276875, "macro avg": {"precision": 0.8529924378907081, "recall": 0.852714850599489, "f1-score": 0.8527295917131239, "support": 160000}, "weighted avg": {"precision": 0.8529589192116244, "recall": 0.85276875, "f1-score": 0.8527397977825283, "support": 160000}, "loss": 0.33666980389091705}, {"0": {"precision": 0.8601437046128669, "recall": 0.8445518453427066, "f1-score": 0.8522764701411233, "support": 79660}, "2": {"precision": 0.8485889660569305, "recall": 0.8638411750062236, "f1-score": 0.8561471466285067, "support": 80340}, "accuracy": 0.8542375, "macro avg": {"precision": 0.8543663353348987, "recall": 0.8541965101744651, "f1-score": 0.8542118083848149, "support": 160000}, "weighted avg": {"precision": 0.8543417815154672, "recall": 0.8542375, "f1-score": 0.8542200335723508, "support": 160000}, "loss": 0.3316511605183283}, {"0": {"precision": 0.8358417377812257, "recall": 0.8791237760482049, "f1-score": 0.8569365841720457, "support": 79660}, "2": {"precision": 0.873660040674408, "recall": 0.8288025889967637, "f1-score": 0.8506403500367283, "support": 80340}, "accuracy": 0.85385625, "macro avg": {"precision": 0.8547508892278168, "recall": 0.8539631825224843, "f1-score": 0.8537884671043869, "support": 160000}, "weighted avg": {"precision": 0.8548312531214648, "recall": 0.85385625, "f1-score": 0.8537750876068494, "support": 160000}, "loss": 0.33295493019951716}, {"0": {"precision": 0.8748966363466617, "recall": 0.8234747677629927, "f1-score": 0.848407247895084, "support": 79660}, "2": {"precision": 0.834607513349486, "recall": 0.8832462036345532, "f1-score": 0.8582382893288665, "support": 80340}, "accuracy": 0.8534875, "macro avg": {"precision": 0.8547520748480739, "recall": 0.8533604856987729, "f1-score": 0.8533227686119753, "support": 160000}, "weighted avg": {"precision": 0.854666460461705, "recall": 0.8534875, "f1-score": 0.853343659575022, "support": 160000}, "loss": 0.3276744614707099}, {"0": {"precision": 0.8707839353000644, "recall": 0.8326010544815465, "f1-score": 0.8512645433718162, "support": 79660}, "2": {"precision": 0.8409337611680364, "recall": 0.877495643515061, "f1-score": 0.8588257508847374, "support": 80340}, "accuracy": 0.85514375, "macro avg": {"precision": 0.8558588482340503, "recall": 0.8550483489983038, "f1-score": 0.8550451471282768, "support": 160000}, "weighted avg": {"precision": 0.8557954166140198, "recall": 0.85514375, "f1-score": 0.8550612146942418, "support": 160000}, "loss": 0.3324406188064151}, {"0": {"precision": 0.8581210592686003, "recall": 0.8542430328897815, "f1-score": 0.8561776547559135, "support": 79660}, "2": {"precision": 0.8561214374225526, "recall": 0.8599576798605925, "f1-score": 0.8580352707401888, "support": 80340}, "accuracy": 0.8571125, "macro avg": {"precision": 0.8571212483455765, "recall": 0.857100356375187, "f1-score": 0.8571064627480511, "support": 160000}, "weighted avg": {"precision": 0.8571169991491537, "recall": 0.8571125, "f1-score": 0.8571104101820177, "support": 160000}, "loss": 0.3317054682307773}, {"0": {"precision": 0.8527794292508918, "recall": 0.8642982676374592, "f1-score": 0.858500211975361, "support": 79660}, "2": {"precision": 0.8636203068227695, "recall": 0.8520537714712472, "f1-score": 0.8577980501741811, "support": 80340}, "accuracy": 0.85815, "macro avg": {"precision": 0.8581998680368306, "recall": 0.8581760195543532, "f1-score": 0.8581491310747711, "support": 160000}, "weighted avg": {"precision": 0.8582229049016709, "recall": 0.85815, "f1-score": 0.8581476389809435, "support": 160000}, "loss": 0.3263048043847084}, {"0": {"precision": 0.8403962050241661, "recall": 0.8840195832287221, "f1-score": 0.8616561133033556, "support": 79660}, "2": {"precision": 0.878761236139361, "recall": 0.8335324869305452, "f1-score": 0.8555495225015172, "support": 80340}, "accuracy": 0.85866875, "macro avg": {"precision": 0.8595787205817635, "recall": 0.8587760350796336, "f1-score": 0.8586028179024363, "support": 160000}, "weighted avg": {"precision": 0.8596602462728833, "recall": 0.85866875, "f1-score": 0.8585898413969826, "support": 160000}, "loss": 0.3266349635852708}, {"0": {"precision": 0.8611033995406708, "recall": 0.8566281697213156, "f1-score": 0.8588599549419152, "support": 79660}, "2": {"precision": 0.8585704732892488, "recall": 0.8629947722180732, "f1-score": 0.8607769376885546, "support": 80340}, "accuracy": 0.859825, "macro avg": {"precision": 0.8598369364149598, "recall": 0.8598114709696945, "f1-score": 0.859818446315235, "support": 160000}, "weighted avg": {"precision": 0.8598315539466755, "recall": 0.859825, "f1-score": 0.8598225199035714, "support": 160000}, "loss": 0.3165589369336764}, {"0": {"precision": 0.8535938848477377, "recall": 0.8691313080592519, "f1-score": 0.8612925297008149, "support": 79660}, "2": {"precision": 0.8678539738876917, "recall": 0.8521906895693303, "f1-score": 0.8599510142561075, "support": 80340}, "accuracy": 0.860625, "macro avg": {"precision": 0.8607239293677147, "recall": 0.860660998814291, "f1-score": 0.8606217719784612, "support": 160000}, "weighted avg": {"precision": 0.8607542320569246, "recall": 0.860625, "f1-score": 0.8606189212581412, "support": 160000}, "loss": 0.32208381328317853}, {"0": {"precision": 0.8553425674004452, "recall": 0.8682274667336178, "f1-score": 0.8617368552205331, "support": 79660}, "2": {"precision": 0.8673616376042457, "recall": 0.8544062733383122, "f1-score": 0.8608352144469527, "support": 80340}, "accuracy": 0.8612875, "macro avg": {"precision": 0.8613521025023454, "recall": 0.861316870035965, "f1-score": 0.8612860348337429, "support": 160000}, "weighted avg": {"precision": 0.8613776430265286, "recall": 0.8612875, "f1-score": 0.861284118847099, "support": 160000}, "loss": 0.3180488421519597}, {"0": {"precision": 0.8511479731956498, "recall": 0.8753703238764751, "f1-score": 0.8630892336635992, "support": 79660}, "2": {"precision": 0.8728369602807629, "recall": 0.8482076176250933, "f1-score": 0.8603460574574057, "support": 80340}, "accuracy": 0.86173125, "macro avg": {"precision": 0.8619924667382064, "recall": 0.8617889707507842, "f1-score": 0.8617176455605025, "support": 160000}, "weighted avg": {"precision": 0.8620385558357623, "recall": 0.86173125, "f1-score": 0.8617118163110643, "support": 160000}, "loss": 0.32135282791323133}, {"0": {"precision": 0.8527579581196686, "recall": 0.8746924428822496, "f1-score": 0.8635859427771134, "support": 79660}, "2": {"precision": 0.8725013092181733, "recall": 0.8502489419965148, "f1-score": 0.8612314112626157, "support": 80340}, "accuracy": 0.86241875, "macro avg": {"precision": 0.862629633668921, "recall": 0.8624706924393821, "f1-score": 0.8624086770198646, "support": 160000}, "weighted avg": {"precision": 0.8626715882900051, "recall": 0.86241875, "f1-score": 0.8624036736403963, "support": 160000}, "loss": 0.3183488397465812}, {"0": {"precision": 0.8545177615093598, "recall": 0.8733115741903088, "f1-score": 0.8638124565411742, "support": 79660}, "2": {"precision": 0.8715834478546343, "recall": 0.8525765496639283, "f1-score": 0.8619752340682572, "support": 80340}, "accuracy": 0.8629, "macro avg": {"precision": 0.863050604681997, "recall": 0.8629440619271185, "f1-score": 0.8628938453047157, "support": 160000}, "weighted avg": {"precision": 0.8630868692654807, "recall": 0.8629, "f1-score": 0.8628899412069608, "support": 160000}, "loss": 0.31656043261289596}, {"0": {"precision": 0.8565232434569854, "recall": 0.8701355761988451, "f1-score": 0.8632757525562627, "support": 79660}, "2": {"precision": 0.8691731795533298, "recall": 0.8554767239233259, "f1-score": 0.8622705659477838, "support": 80340}, "accuracy": 0.862775, "macro avg": {"precision": 0.8628482115051577, "recall": 0.8628061500610855, "f1-score": 0.8627731592520232, "support": 160000}, "weighted avg": {"precision": 0.8628750926193625, "recall": 0.862775, "f1-score": 0.8627710232304802, "support": 160000}, "loss": 0.31350318753057055}]

rmsprop_32/metrics_values32.json

@@ -0,0 +1 @@
+[{"0": {"precision": 0.8239112726361301, "recall": 0.8253075571177504, "f1-score": 0.8246088238060895, "support": 79660}, "2": {"precision": 0.8264946075681068, "recall": 0.8251058003485188, "f1-score": 0.8257996200442244, "support": 80340}, "accuracy": 0.82520625, "macro avg": {"precision": 0.8252029401021184, "recall": 0.8252066787331346, "f1-score": 0.825204221925157, "support": 160000}, "weighted avg": {"precision": 0.825208429688849, "recall": 0.82520625, "f1-score": 0.8252067523671629, "support": 160000}, "loss": 0.4380575077235699}, {"0": {"precision": 0.8079801379050667, "recall": 0.8620010042681396, "f1-score": 0.8341168324769506, "support": 79660}, "2": {"precision": 0.853454021915909, "recall": 0.7968757779437391, "f1-score": 0.824195064176011, "support": 80340}, "accuracy": 0.8293, "macro avg": {"precision": 0.8307170799104879, "recall": 0.8294383911059393, "f1-score": 0.8291559483264808, "support": 160000}, "weighted avg": {"precision": 0.8308137119140109, "recall": 0.8293, "f1-score": 0.8291348645688413, "support": 160000}, "loss": 0.3968799744629198}, {"0": {"precision": 0.7991109804098991, "recall": 0.8869068541300528, "f1-score": 0.8407230234661336, "support": 79660}, "2": {"precision": 0.8741548862937922, "recall": 0.7789270599950212, "f1-score": 0.82379811489653, "support": 80340}, "accuracy": 0.8326875, "macro avg": {"precision": 0.8366329333518456, "recall": 0.832916957062537, "f1-score": 0.8322605691813318, "support": 160000}, "weighted avg": {"precision": 0.8367924016518489, "recall": 0.8326875, "f1-score": 0.8322246037506215, "support": 160000}, "loss": 0.38435335247053043}, {"0": {"precision": 0.8273614044511726, "recall": 0.85074064775295, "f1-score": 0.8388881668121135, "support": 79660}, "2": {"precision": 0.847737837595564, "recall": 0.8239855613642021, "f1-score": 0.8356929602534888, "support": 80340}, "accuracy": 0.83730625, "macro avg": {"precision": 0.8375496210233683, "recall": 0.8373631045585761, "f1-score": 0.8372905635328012, "support": 160000}, "weighted avg": {"precision": 0.8375929209438, "recall": 0.83730625, "f1-score": 0.8372837737188642, "support": 160000}, "loss": 0.37627189142836465}, {"0": {"precision": 0.8600043221048651, "recall": 0.7993095656540297, "f1-score": 0.8285468906557015, "support": 79660}, "2": {"precision": 0.8140224750471139, "recall": 0.8709858103061987, "f1-score": 0.8415412923476567, "support": 80340}, "accuracy": 0.8353, "macro avg": {"precision": 0.8370133985759896, "recall": 0.8351476879801142, "f1-score": 0.8350440915016791, "support": 160000}, "weighted avg": {"precision": 0.8369156871509918, "recall": 0.8353, "f1-score": 0.8350717046052745, "support": 160000}, "loss": 0.37092503947930205}, {"0": {"precision": 0.8346388056769631, "recall": 0.8534145116746171, "f1-score": 0.8439222404290183, "support": 79660}, "2": {"precision": 0.8513393084483373, "recall": 0.8323500124470998, "f1-score": 0.8417375761542722, "support": 80340}, "accuracy": 0.8428375, "macro avg": {"precision": 0.8429890570626501, "recall": 0.8428822620608585, "f1-score": 0.8428299082916453, "support": 160000}, "weighted avg": {"precision": 0.8430245456310393, "recall": 0.8428375, "f1-score": 0.8428252658800615, "support": 160000}, "loss": 0.36722809792806704}, {"0": {"precision": 0.8397103801260846, "recall": 0.8444012051217675, "f1-score": 0.8420492598504054, "support": 79660}, "2": {"precision": 0.8448588772764253, "recall": 0.8401792382374906, "f1-score": 0.842512559677973, "support": 80340}, "accuracy": 0.84228125, "macro avg": {"precision": 0.8422846287012549, "recall": 0.8422902216796291, "f1-score": 0.8422809097641892, "support": 160000}, "weighted avg": {"precision": 0.8422955692576994, "recall": 0.84228125, "f1-score": 0.8422818942763228, "support": 160000}, "loss": 0.36846968999339474}, {"0": {"precision": 0.8204144918273385, "recall": 0.87014812955059, "f1-score": 0.8445497688076076, "support": 79660}, "2": {"precision": 0.8630133358053793, "recall": 0.8111401543440379, "f1-score": 0.8362731070060506, "support": 80340}, "accuracy": 0.84051875, "macro avg": {"precision": 0.841713913816359, "recall": 0.8406441419473138, "f1-score": 0.840411437906829, "support": 160000}, "weighted avg": {"precision": 0.8418044363598123, "recall": 0.84051875, "f1-score": 0.8403938500005008, "support": 160000}, "loss": 0.36680847690544194}, {"0": {"precision": 0.8529434556867203, "recall": 0.8290233492342456, "f1-score": 0.8408133124530511, "support": 79660}, "2": {"precision": 0.8350570397461671, "recall": 0.8582773213841175, "f1-score": 0.8465079735320477, "support": 80340}, "accuracy": 0.8437125, "macro avg": {"precision": 0.8440002477164437, "recall": 0.8436503353091815, "f1-score": 0.8436606429925494, "support": 160000}, "weighted avg": {"precision": 0.84396223908257, "recall": 0.8437125, "f1-score": 0.8436727441473422, "support": 160000}, "loss": 0.3620227022924357}, {"0": {"precision": 0.8286447477802007, "recall": 0.863419533015315, "f1-score": 0.8456748000467224, "support": 79660}, "2": {"precision": 0.8586957933425977, "recall": 0.8229648991784914, "f1-score": 0.840450752207046, "support": 80340}, "accuracy": 0.84310625, "macro avg": {"precision": 0.8436702705613992, "recall": 0.8431922160969032, "f1-score": 0.8430627761268842, "support": 160000}, "weighted avg": {"precision": 0.8437341290332193, "recall": 0.84310625, "f1-score": 0.8430516750252249, "support": 160000}, "loss": 0.3597818134228388}, {"0": {"precision": 0.8320585783158734, "recall": 0.8644489078583982, "f1-score": 0.8479445391913607, "support": 79660}, "2": {"precision": 0.860200157951294, "recall": 0.8269977595220314, "f1-score": 0.8432722634361177, "support": 80340}, "accuracy": 0.84564375, "macro avg": {"precision": 0.8461293681335837, "recall": 0.8457233336902148, "f1-score": 0.8456084013137393, "support": 160000}, "weighted avg": {"precision": 0.846189168990309, "recall": 0.84564375, "f1-score": 0.8455984727277593, "support": 160000}, "loss": 0.3562485871422622}, {"0": {"precision": 0.8341241980389783, "recall": 0.8650138086869195, "f1-score": 0.8492882233314846, "support": 79660}, "1": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0}, "2": {"precision": 0.8610655261083616, "recall": 0.8294373910878765, "f1-score": 0.8449555883826055, "support": 80340}, "accuracy": 0.84715, "macro avg": {"precision": 0.5650632413824467, "recall": 0.5648170665915987, "f1-score": 0.5647479372380301, "support": 160000}, "weighted avg": {"precision": 0.8476521123958173, "recall": 0.84715, "f1-score": 0.8471126990077787, "support": 160000}, "loss": 0.35418886000497474}, {"0": {"precision": 0.8223857502273775, "recall": 0.8740145618880241, "f1-score": 0.847414511839631, "support": 79660}, "2": {"precision": 0.8667887813748524, "recall": 0.8128329599203385, "f1-score": 0.8389442378226992, "support": 80340}, "accuracy": 0.84329375, "macro avg": {"precision": 0.8445872658011149, "recall": 0.8434237609041813, "f1-score": 0.8431793748311651, "support": 160000}, "weighted avg": {"precision": 0.8446816222423033, "recall": 0.84329375, "f1-score": 0.843161375498879, "support": 160000}, "loss": 0.3547029991903239}, {"0": {"precision": 0.8128908128908129, "recall": 0.8910369068541301, "f1-score": 0.8501718789301584, "support": 79660}, "2": {"precision": 0.8805756583473212, "recall": 0.79663928304705, "f1-score": 0.8365071689038178, "support": 80340}, "accuracy": 0.8436375, "macro avg": {"precision": 0.8467332356190671, "recall": 0.84383809495059, "f1-score": 0.8433395239169881, "support": 160000}, "weighted avg": {"precision": 0.846877065915662, "recall": 0.8436375, "f1-score": 0.8433104864081823, "support": 160000}, "loss": 0.3475771466932363}, {"0": {"precision": 0.8628494814464293, "recall": 0.8240396685915139, "f1-score": 0.8429981314652265, "support": 79660}, "2": {"precision": 0.8329778487422995, "recall": 0.8701269604182226, "f1-score": 0.8511472455756927, "support": 80340}, "accuracy": 0.84718125, "macro avg": {"precision": 0.8479136650943644, "recall": 0.8470833145048682, "f1-score": 0.8470726885204596, "support": 160000}, "weighted avg": {"precision": 0.8478501878748681, "recall": 0.84718125, "f1-score": 0.8470900053879442, "support": 160000}, "loss": 0.3488128273975518}, {"0": {"precision": 0.8387218365088822, "recall": 0.8659176500125534, "f1-score": 0.8521028022952014, "support": 79660}, "2": {"precision": 0.8626361613745386, "recall": 0.8349016679113767, "f1-score": 0.8485423505822376, "support": 80340}, "accuracy": 0.85034375, "macro avg": {"precision": 0.8506789989417104, "recall": 0.850409658961965, "f1-score": 0.8503225764387194, "support": 160000}, "weighted avg": {"precision": 0.85072981688205, "recall": 0.85034375, "f1-score": 0.8503150104788296, "support": 160000}, "loss": 0.3444779707615574}, {"0": {"precision": 0.8410131217577053, "recall": 0.864925935224705, "f1-score": 0.8528019308722964, "support": 79660}, "2": {"precision": 0.8621837976304835, "recall": 0.8378765247697286, "f1-score": 0.8498563898620712, "support": 80340}, "accuracy": 0.85134375, "macro avg": {"precision": 0.8515984596940944, "recall": 0.8514012299972168, "f1-score": 0.8513291603671838, "support": 160000}, "weighted avg": {"precision": 0.8516434473803239, "recall": 0.85134375, "f1-score": 0.8513229010925369, "support": 160000}, "loss": 0.3441082742686073}, {"0": {"precision": 0.8570099532287458, "recall": 0.844175244790359, "f1-score": 0.8505441828403751, "support": 79660}, "2": {"precision": 0.8477548967902567, "recall": 0.8603435399551904, "f1-score": 0.854002829378587, "support": 80340}, "accuracy": 0.85229375, "macro avg": {"precision": 0.8523824250095013, "recall": 0.8522593923727747, "f1-score": 0.852273506109481, "support": 160000}, "weighted avg": {"precision": 0.8523627580145694, "recall": 0.85229375, "f1-score": 0.8522808557333749, "support": 160000}, "loss": 0.3366947597430812}, {"0": {"precision": 0.8418922860059301, "recall": 0.869708762239518, "f1-score": 0.8555744912072715, "support": 79660}, "2": {"precision": 0.8664358881968395, "recall": 0.8380507841672891, "f1-score": 0.8520069852196801, "support": 80340}, "accuracy": 0.8538125, "macro avg": {"precision": 0.8541640871013848, "recall": 0.8538797732034036, "f1-score": 0.8537907382134757, "support": 160000}, "weighted avg": {"precision": 0.8542162422560404, "recall": 0.8538125, "f1-score": 0.8537831572632522, "support": 160000}, "loss": 0.3360775660557879}, {"0": {"precision": 0.8597974909253009, "recall": 0.8474391162440371, "f1-score": 0.8535735735735736, "support": 79660}, "2": {"precision": 0.8508559857642511, "recall": 0.8629823251182475, "f1-score": 0.8568762552139658, "support": 80340}, "accuracy": 0.85524375, "macro avg": {"precision": 0.855326738344776, "recall": 0.8552107206811423, "f1-score": 0.8552249143937697, "support": 160000}, "weighted avg": {"precision": 0.8553077376463089, "recall": 0.85524375, "f1-score": 0.8552319325922555, "support": 160000}, "loss": 0.3324895364128881}, {"0": {"precision": 0.8427790372049606, "recall": 0.8727090133065528, "f1-score": 0.857482932364677, "support": 79660}, "2": {"precision": 0.8691798583426869, "recall": 0.8385735623599702, "f1-score": 0.8536024478780623, "support": 80340}, "accuracy": 0.85556875, "macro avg": {"precision": 0.8559794477738237, "recall": 0.8556412878332615, "f1-score": 0.8555426901213696, "support": 160000}, "weighted avg": {"precision": 0.8560355495187414, "recall": 0.85556875, "f1-score": 0.8555344440918355, "support": 160000}, "loss": 0.33107723865244126}, {"0": {"precision": 0.8509878982464806, "recall": 0.8650891287973889, "f1-score": 0.857980577689243, "support": 79660}, "2": {"precision": 0.8639964565932675, "recall": 0.8498008464027882, "f1-score": 0.856839859437751, "support": 80340}, "accuracy": 0.8574125, "macro avg": {"precision": 0.857492177419874, "recall": 0.8574449876000885, "f1-score": 0.857410218563497, "support": 160000}, "weighted avg": {"precision": 0.8575198206063611, "recall": 0.8574125, "f1-score": 0.8574077945372126, "support": 160000}, "loss": 0.3256027356079883}, {"0": {"precision": 0.8469263245235132, "recall": 0.8713155912628672, "f1-score": 0.8589478634276734, "support": 79660}, "2": {"precision": 0.8686543833124055, "recall": 0.8438511326860841, "f1-score": 0.8560731377773287, "support": 80340}, "accuracy": 0.857525, "macro avg": {"precision": 0.8577903539179594, "recall": 0.8575833619744757, "f1-score": 0.857510500602501, "support": 160000}, "weighted avg": {"precision": 0.8578365260428858, "recall": 0.857525, "f1-score": 0.8575043918104941, "support": 160000}, "loss": 0.3313651068881154}, {"0": {"precision": 0.8521711169101005, "recall": 0.8649761486316847, "f1-score": 0.8585258882236773, "support": 79660}, "2": {"precision": 0.8640941081333788, "recall": 0.8512198157829226, "f1-score": 0.8576086479436681, "support": 80340}, "accuracy": 0.85806875, "macro avg": {"precision": 0.8581326125217397, "recall": 0.8580979822073036, "f1-score": 0.8580672680836727, "support": 160000}, "weighted avg": {"precision": 0.8581579488780892, "recall": 0.85806875, "f1-score": 0.8580653189480778, "support": 160000}, "loss": 0.325858095176518}]

rmsprop_64/metrics_values64.json

@@ -0,0 +1 @@
+[{"0": {"precision": 0.7906937260184043, "recall": 0.8769394928445895, "f1-score": 0.8315864031093572, "support": 79660}, "2": {"precision": 0.8631840448842305, "recall": 0.7698282300224047, "f1-score": 0.8138376614404801, "support": 80340}, "accuracy": 0.82315625, "macro avg": {"precision": 0.8269388854513173, "recall": 0.8233838614334972, "f1-score": 0.8227120322749186, "support": 160000}, "weighted avg": {"precision": 0.8270929273789072, "recall": 0.82315625, "f1-score": 0.8226743161988723, "support": 160000}, "loss": 0.4475931772258547}, {"0": {"precision": 0.7632248166284862, "recall": 0.9117499372332413, "f1-score": 0.8309022891855715, "support": 79660}, "2": {"precision": 0.891575927696721, "recall": 0.7195419467264127, "f1-score": 0.796374106269545, "support": 80340}, "accuracy": 0.8152375, "macro avg": {"precision": 0.8274003721626035, "recall": 0.815645941979827, "f1-score": 0.8136381977275582, "support": 160000}, "weighted avg": {"precision": 0.8276731182736236, "recall": 0.8152375, "f1-score": 0.8135648253388618, "support": 160000}, "loss": 0.3820644395053387}, {"0": {"precision": 0.8560808642635576, "recall": 0.8037660055234748, "f1-score": 0.8290990081060783, "support": 79660}, "2": {"precision": 0.8165430476011643, "recall": 0.8660194174757282, "f1-score": 0.8405537970860415, "support": 80340}, "accuracy": 0.835025, "macro avg": {"precision": 0.8363119559323609, "recall": 0.8348927114996014, "f1-score": 0.8348264025960599, "support": 160000}, "weighted avg": {"precision": 0.8362279380719534, "recall": 0.835025, "f1-score": 0.8348507440226421, "support": 160000}, "loss": 0.37135095341338054}, {"0": {"precision": 0.7990477257450146, "recall": 0.8953427065026363, "f1-score": 0.844458915462941, "support": 79660}, "2": {"precision": 0.8821458863443596, "recall": 0.7767363704256908, "f1-score": 0.8260921366163623, "support": 80340}, "accuracy": 0.8357875, "macro avg": {"precision": 0.8405968060446871, "recall": 0.8360395384641635, "f1-score": 0.8352755260396516, "support": 160000}, "weighted avg": {"precision": 0.8407733896359608, "recall": 0.8357875, "f1-score": 0.8352364966346028, "support": 160000}, "loss": 0.3627444370587667}, {"0": {"precision": 0.8558637114931609, "recall": 0.8255335174491589, "f1-score": 0.8404250560713624, "support": 79660}, "2": {"precision": 0.8328824116494113, "recall": 0.8621483694299228, "f1-score": 0.8472627413564277, "support": 80340}, "accuracy": 0.84391875, "macro avg": {"precision": 0.8443730615712861, "recall": 0.8438409434395409, "f1-score": 0.843843898713895, "support": 160000}, "weighted avg": {"precision": 0.8443242263091182, "recall": 0.84391875, "f1-score": 0.8438584287951258, "support": 160000}, "loss": 0.35869125179118583}, {"0": {"precision": 0.8552128044681181, "recall": 0.8303916645744414, "f1-score": 0.8426194843574849, "support": 79660}, "2": {"precision": 0.8365314813918598, "recall": 0.860604929051531, "f1-score": 0.8483974673603613, "support": 80340}, "accuracy": 0.8455625, "macro avg": {"precision": 0.8458721429299889, "recall": 0.8454982968129862, "f1-score": 0.8455084758589231, "support": 160000}, "weighted avg": {"precision": 0.8458324451184519, "recall": 0.8455625, "f1-score": 0.8455207540728042, "support": 160000}, "loss": 0.35633708500199845}, {"0": {"precision": 0.8521348658612815, "recall": 0.8385387898568918, "f1-score": 0.8452821593303342, "support": 79660}, "2": {"precision": 0.8423986962541814, "recall": 0.8557256659198407, "f1-score": 0.8490098857061704, "support": 80340}, "accuracy": 0.84716875, "macro avg": {"precision": 0.8472667810577315, "recall": 0.8471322278883662, "f1-score": 0.8471460225182523, "support": 160000}, "weighted avg": {"precision": 0.8472460916973164, "recall": 0.84716875, "f1-score": 0.8471539439368011, "support": 160000}, "loss": 0.3504289974934525}, {"0": {"precision": 0.8428606719367588, "recall": 0.8566156163695706, "f1-score": 0.8496824803884945, "support": 79660}, "2": {"precision": 0.8554908906882591, "recall": 0.8416479960169281, "f1-score": 0.8485129878278328, "support": 80340}, "accuracy": 0.8491, "macro avg": {"precision": 0.8491757813125089, "recall": 0.8491318061932493, "f1-score": 0.8490977341081636, "support": 160000}, "weighted avg": {"precision": 0.849202620527356, "recall": 0.8491, "f1-score": 0.8490952489364721, "support": 160000}, "loss": 0.34684975799587037}, {"0": {"precision": 0.8538684486970168, "recall": 0.8469118754707506, "f1-score": 0.8503759351110158, "support": 79660}, "2": {"precision": 0.8494239958512885, "recall": 0.856285785411999, "f1-score": 0.852841088706928, "support": 80340}, "accuracy": 0.85161875, "macro avg": {"precision": 0.8516462222741527, "recall": 0.8515988304413749, "f1-score": 0.8516085119089719, "support": 160000}, "weighted avg": {"precision": 0.8516367778118554, "recall": 0.85161875, "f1-score": 0.8516137503603634, "support": 160000}, "loss": 0.3446255382564333}, {"0": {"precision": 0.8832450515751324, "recall": 0.7954305799648507, "f1-score": 0.8370409511228534, "support": 79660}, "2": {"precision": 0.8153636981645139, "recall": 0.8957430918595967, "f1-score": 0.8536654804270463, "support": 80340}, "accuracy": 0.8458, "macro avg": {"precision": 0.8493043748698232, "recall": 0.8455868359122236, "f1-score": 0.8453532157749498, "support": 160000}, "weighted avg": {"precision": 0.8491601269938256, "recall": 0.8458, "f1-score": 0.8453885428997211, "support": 160000}, "loss": 0.33982975327306325}, {"0": {"precision": 0.8431499566104844, "recall": 0.8659804167712779, "f1-score": 0.8544127027378512, "support": 79660}, "2": {"precision": 0.8634485757773429, "recall": 0.8402663679362709, "f1-score": 0.8516997533480947, "support": 80340}, "accuracy": 0.85306875, "macro avg": {"precision": 0.8532992661939136, "recall": 0.8531233923537744, "f1-score": 0.853056228042973, "support": 160000}, "weighted avg": {"precision": 0.8533424007596434, "recall": 0.85306875, "f1-score": 0.8530504630255197, "support": 160000}, "loss": 0.33975804891851213}, {"0": {"precision": 0.84746850281963, "recall": 0.8621390911373337, "f1-score": 0.8547408509075974, "support": 79660}, "2": {"precision": 0.8609186813743493, "recall": 0.8461413990540204, "f1-score": 0.8534660799367235, "support": 80340}, "accuracy": 0.85410625, "macro avg": {"precision": 0.8541935920969896, "recall": 0.854140245095677, "f1-score": 0.8541034654221604, "support": 160000}, "weighted avg": {"precision": 0.8542221737264184, "recall": 0.85410625, "f1-score": 0.8541007565338474, "support": 160000}, "loss": 0.3393885177042749}, {"0": {"precision": 0.8512505430397815, "recall": 0.8609214160180768, "f1-score": 0.8560586674988298, "support": 79660}, "2": {"precision": 0.8605274752942658, "recall": 0.8508339556883247, "f1-score": 0.8556532624002503, "support": 80340}, "accuracy": 0.85585625, "macro avg": {"precision": 0.8558890091670237, "recall": 0.8558776858532007, "f1-score": 0.8558559649495401, "support": 160000}, "weighted avg": {"precision": 0.8559087226480646, "recall": 0.85585625, "f1-score": 0.8558551034637055, "support": 160000}, "loss": 0.32937630818949803}, {"0": {"precision": 0.8456038718193151, "recall": 0.8685538538789856, "f1-score": 0.8569252300566006, "support": 79660}, "2": {"precision": 0.8660620634961242, "recall": 0.8427557879014189, "f1-score": 0.8542499905373522, "support": 80340}, "accuracy": 0.8556, "macro avg": {"precision": 0.8558329676577197, "recall": 0.8556548208902023, "f1-score": 0.8555876102969764, "support": 160000}, "weighted avg": {"precision": 0.8558764413150329, "recall": 0.8556, "f1-score": 0.8555819254129979, "support": 160000}, "loss": 0.3342234812842475}, {"0": {"precision": 0.856029712536231, "recall": 0.856427316093397, "f1-score": 0.8562284681564035, "support": 79660}, "2": {"precision": 0.8575769273875198, "recall": 0.8571819765994523, "f1-score": 0.8573794065100876, "support": 80340}, "accuracy": 0.85680625, "macro avg": {"precision": 0.8568033199618754, "recall": 0.8568046463464246, "f1-score": 0.8568039373332456, "support": 160000}, "weighted avg": {"precision": 0.8568066077934343, "recall": 0.85680625, "f1-score": 0.8568063830772473, "support": 160000}, "loss": 0.3303234868082735}, {"0": {"precision": 0.8520767128707974, "recall": 0.8650514687421541, "f1-score": 0.8585150716675075, "support": 79660}, "2": {"precision": 0.8641424545351144, "recall": 0.8510953447846652, "f1-score": 0.8575692776561922, "support": 80340}, "accuracy": 0.85804375, "macro avg": {"precision": 0.858109583702956, "recall": 0.8580734067634097, "f1-score": 0.8580421746618498, "support": 160000}, "weighted avg": {"precision": 0.8581352234039925, "recall": 0.85804375, "f1-score": 0.8580401648495758, "support": 160000}, "loss": 0.33225385372837385}, {"0": {"precision": 0.8640737002159385, "recall": 0.8489204117499373, "f1-score": 0.8564300323575413, "support": 79660}, "2": {"precision": 0.8527594602199738, "recall": 0.8675877520537715, "f1-score": 0.8601097009446127, "support": 80340}, "accuracy": 0.85829375, "macro avg": {"precision": 0.8584165802179562, "recall": 0.8582540819018544, "f1-score": 0.8582698666510771, "support": 160000}, "weighted avg": {"precision": 0.8583925374579648, "recall": 0.85829375, "f1-score": 0.8582776859468245, "support": 160000}, "loss": 0.32362231691678367}, {"0": {"precision": 0.8689479337880337, "recall": 0.842844589505398, "f1-score": 0.855697235020105, "support": 79660}, "2": {"precision": 0.8486819044395828, "recall": 0.8739606671645507, "f1-score": 0.8611358103426074, "support": 80340}, "accuracy": 0.85846875, "macro avg": {"precision": 0.8588149191138083, "recall": 0.8584026283349744, "f1-score": 0.8584165226813563, "support": 160000}, "weighted avg": {"precision": 0.8587718538014429, "recall": 0.85846875, "f1-score": 0.8584280796539165, "support": 160000}, "loss": 0.3211923379533821}, {"0": {"precision": 0.8661606788598636, "recall": 0.8495355259854381, "f1-score": 0.8577675532825066, "support": 79660}, "2": {"precision": 0.8535953779818979, "recall": 0.8698406771222306, "f1-score": 0.8616414625575647, "support": 80340}, "accuracy": 0.85973125, "macro avg": {"precision": 0.8598780284208807, "recall": 0.8596881015538343, "f1-score": 0.8597045079200356, "support": 160000}, "weighted avg": {"precision": 0.859851327156515, "recall": 0.85973125, "f1-score": 0.8597127399772453, "support": 160000}, "loss": 0.3220628533595138}, {"0": {"precision": 0.8517005801474286, "recall": 0.8717047451669596, "f1-score": 0.8615865650067311, "support": 79660}, "2": {"precision": 0.8697574838471244, "recall": 0.8495021160069703, "f1-score": 0.8595104811440157, "support": 80340}, "accuracy": 0.86055625, "macro avg": {"precision": 0.8607290319972765, "recall": 0.860603430586965, "f1-score": 0.8605485230753734, "support": 160000}, "weighted avg": {"precision": 0.8607674029176383, "recall": 0.86055625, "f1-score": 0.8605441113971652, "support": 160000}, "loss": 0.3208098662396272}, {"0": {"precision": 0.8520568070519099, "recall": 0.8736630680391665, "f1-score": 0.8627246807983142, "support": 79660}, "2": {"precision": 0.8715015321756895, "recall": 0.8495892457057506, "f1-score": 0.8604058994075382, "support": 80340}, "accuracy": 0.861575, "macro avg": {"precision": 0.8617791696137997, "recall": 0.8616261568724586, "f1-score": 0.8615652901029263, "support": 160000}, "weighted avg": {"precision": 0.8618204896546878, "recall": 0.861575, "f1-score": 0.8615603626924708, "support": 160000}, "loss": 0.31884145480063225}, {"0": {"precision": 0.8656748680780724, "recall": 0.8546447401456189, "f1-score": 0.8601244433214364, "support": 79660}, "2": {"precision": 0.8576731608383013, "recall": 0.8685088374408763, "f1-score": 0.8630569900120597, "support": 80340}, "accuracy": 0.86160625, "macro avg": {"precision": 0.8616740144581868, "recall": 0.8615767887932475, "f1-score": 0.861590716666748, "support": 160000}, "weighted avg": {"precision": 0.8616570108303023, "recall": 0.86160625, "f1-score": 0.8615969483284658, "support": 160000}, "loss": 0.3155567419528961}, {"0": {"precision": 0.8512380581009944, "recall": 0.8769269394928446, "f1-score": 0.8638915683510178, "support": 79660}, "2": {"precision": 0.8742044754670499, "recall": 0.8480458053273587, "f1-score": 0.8609264828527382, "support": 80340}, "accuracy": 0.862425, "macro avg": {"precision": 0.8627212667840222, "recall": 0.8624863724101017, "f1-score": 0.8624090256018779, "support": 160000}, "weighted avg": {"precision": 0.8627700704209252, "recall": 0.862425, "f1-score": 0.8624027247951941, "support": 160000}, "loss": 0.3176766411960125}, {"0": {"precision": 0.8588564325668117, "recall": 0.8673738388149635, "f1-score": 0.8630941227905814, "support": 79660}, "2": {"precision": 0.8671904462602137, "recall": 0.8586631814787155, "f1-score": 0.8629057477015448, "support": 80340}, "accuracy": 0.863, "macro avg": {"precision": 0.8630234394135127, "recall": 0.8630185101468395, "f1-score": 0.8629999352460631, "support": 160000}, "weighted avg": {"precision": 0.8630411491926112, "recall": 0.863, "f1-score": 0.862999534948999, "support": 160000}, "loss": 0.3155578609473175}]