| EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TEST_LOSS TEST_PRECISION TEST_RECALL TEST_F1 TEST_ACCURACY | |
| 1 13:03:03 0 0.1000 0.20889944094093138 0.13904191553592682 0.5203 0.586 0.5512 0.4231 | |
| 2 13:05:35 0 0.1000 0.09916004563562686 0.08393135666847229 0.7602 0.719 0.739 0.6314 | |
| 3 13:08:06 0 0.1000 0.07184391846852026 0.06586140394210815 0.8018 0.7744 0.7879 0.7035 | |
| 4 13:10:38 0 0.1000 0.06076159177109779 0.061087507754564285 0.8334 0.7659 0.7982 0.7098 | |
| 5 13:13:10 0 0.1000 0.053495196407816074 0.045144665986299515 0.8118 0.8078 0.8098 0.7416 | |
| 6 13:15:42 0 0.1000 0.04913160857513135 0.03993703052401543 0.8273 0.8058 0.8164 0.7457 | |
| 7 13:18:13 0 0.1000 0.0459354422527514 0.0414385087788105 0.8295 0.7957 0.8123 0.739 | |
| 8 13:20:45 0 0.1000 0.044192812159913095 0.0352301225066185 0.8366 0.8236 0.8301 0.7614 | |
| 9 13:23:16 0 0.1000 0.04092736881848986 0.035973258316516876 0.8312 0.836 0.8336 0.7654 | |
| 10 13:25:48 0 0.1000 0.03884542083072157 0.03315580636262894 0.8274 0.8341 0.8307 0.7645 | |
| 11 13:28:19 0 0.1000 0.03768060164966265 0.03283185511827469 0.8181 0.8244 0.8212 0.7537 | |
| 12 13:30:51 0 0.1000 0.037159615949849435 0.037361979484558105 0.8369 0.8132 0.8248 0.7541 | |
| 13 13:33:23 0 0.1000 0.036553805390362674 0.03093760274350643 0.8281 0.8271 0.8276 0.76 | |
| 14 13:35:55 0 0.1000 0.03409024704336024 0.032740455120801926 0.8389 0.8376 0.8382 0.7712 | |
| 15 13:38:25 0 0.1000 0.03254335763519217 0.03659946471452713 0.8505 0.8291 0.8396 0.7722 | |
| 16 13:40:56 0 0.1000 0.03239944667466863 0.03419892117381096 0.8437 0.8391 0.8414 0.7757 | |
| 17 13:43:27 0 0.1000 0.032385941324132056 0.032121315598487854 0.809 0.8194 0.8142 0.7478 | |
| 18 13:45:59 0 0.1000 0.030921032977306803 0.03097383677959442 0.8358 0.8364 0.8361 0.7735 | |
| 19 13:48:31 0 0.1000 0.03035249478599035 0.031058575958013535 0.84 0.8322 0.8361 0.7712 | |
| 20 13:51:01 1 0.1000 0.03043545248981019 0.035328544676303864 0.84 0.8384 0.8392 0.7717 | |
| 21 13:53:32 2 0.1000 0.030832396904943396 0.029285110533237457 0.8393 0.8399 0.8396 0.7767 | |
| 22 13:56:02 0 0.1000 0.029349536792776732 0.031731970608234406 0.8509 0.8407 0.8458 0.7847 | |
| 23 13:58:33 0 0.1000 0.029158502448231982 0.029490221291780472 0.8439 0.8488 0.8464 0.7872 | |
| 24 14:01:03 0 0.1000 0.028096915146004084 0.03052011877298355 0.8413 0.8442 0.8427 0.7801 | |
| 25 14:03:34 1 0.1000 0.02838446945163226 0.029107416048645973 0.836 0.8419 0.8389 0.7765 | |
| 26 14:06:05 0 0.1000 0.0280326536090357 0.028921490535140038 0.8474 0.8523 0.8499 0.793 | |
| 27 14:08:36 0 0.1000 0.027934198819234014 0.02727373316884041 0.8557 0.8434 0.8495 0.789 | |
| 28 14:11:07 0 0.1000 0.026652945398678317 0.029852760955691338 0.8325 0.8419 0.8372 0.7754 | |
| 29 14:13:39 0 0.1000 0.026465350066068403 0.02927403524518013 0.8316 0.8574 0.8443 0.78 | |
| 30 14:16:11 0 0.1000 0.025688056467813112 0.030005231499671936 0.8535 0.8512 0.8523 0.7905 | |
| 31 14:18:41 1 0.1000 0.02598388531915212 0.029843807220458984 0.8269 0.8275 0.8272 0.7636 | |
| 32 14:21:12 0 0.1000 0.025554534830017576 0.032904475927352905 0.8472 0.836 0.8416 0.7795 | |
| 33 14:23:44 1 0.1000 0.026050739957248468 0.028233280405402184 0.8344 0.8438 0.8391 0.7761 | |
| 34 14:26:15 0 0.1000 0.025095908136867115 0.03128255903720856 0.8298 0.8426 0.8362 0.772 | |
| 35 14:28:47 1 0.1000 0.02558473230780316 0.02886551432311535 0.8388 0.8391 0.839 0.7777 | |
| 36 14:31:18 2 0.1000 0.02542558418661843 0.02905181795358658 0.85 0.8349 0.8424 0.7821 | |
| 37 14:33:49 0 0.1000 0.024828285027868425 0.03083939664065838 0.8348 0.8461 0.8404 0.7774 | |
| 38 14:36:20 0 0.1000 0.024704474446135747 0.029346710070967674 0.853 0.8434 0.8482 0.7873 | |
| 39 14:38:50 1 0.1000 0.02516302270028412 0.030634140595793724 0.8465 0.8488 0.8477 0.7844 | |
| 40 14:41:21 0 0.1000 0.02394499726749277 0.02772146463394165 0.8354 0.838 0.8367 0.7721 | |
| 41 14:43:52 0 0.1000 0.023944145204607307 0.03169442340731621 0.8591 0.8438 0.8514 0.7896 | |
| 42 14:46:22 0 0.1000 0.023474187920703743 0.03278948739171028 0.8559 0.8473 0.8516 0.7912 | |
| 43 14:48:55 0 0.1000 0.023467909724497124 0.032541219145059586 0.8561 0.8438 0.8499 0.7882 | |
| 44 14:51:26 1 0.1000 0.023779718599987714 0.02845124527812004 0.8423 0.8508 0.8465 0.7882 | |
| 45 14:53:58 2 0.1000 0.02375162820912106 0.029735716059803963 0.8485 0.8531 0.8508 0.7912 | |
| 46 14:56:29 3 0.1000 0.024289427539735536 0.028860261663794518 0.8447 0.8519 0.8483 0.7898 | |
| 47 14:59:02 0 0.1000 0.022840880645934786 0.02934456616640091 0.8455 0.8547 0.85 0.7912 | |
| 48 15:01:34 1 0.1000 0.023327716157464862 0.027938606217503548 0.8445 0.8442 0.8443 0.7832 | |
| 49 15:04:05 0 0.1000 0.022385669894424424 0.02850373275578022 0.8495 0.8442 0.8468 0.7877 | |
| 50 15:06:35 1 0.1000 0.022564941464694746 0.028627894818782806 0.8503 0.8407 0.8454 0.7864 | |
| 51 15:09:07 2 0.1000 0.022798406695312058 0.030040256679058075 0.8562 0.8562 0.8562 0.7986 | |
| 52 15:11:39 3 0.1000 0.02403032967365044 0.02899007685482502 0.8499 0.8492 0.8496 0.7915 | |
| 53 15:14:10 0 0.1000 0.02189040911125793 0.031025480479002 0.8479 0.8516 0.8497 0.7911 | |
| 54 15:16:42 1 0.1000 0.022150632807725987 0.030233900994062424 0.8411 0.8496 0.8454 0.7865 | |
| 55 15:19:15 2 0.1000 0.022446357073728874 0.02768951654434204 0.8597 0.8523 0.856 0.8005 | |
| 56 15:21:45 3 0.1000 0.022791288740377166 0.0304726455360651 0.8578 0.8531 0.8554 0.7978 | |
| 57 15:24:16 0 0.1000 0.021755500179739127 0.029483051970601082 0.8517 0.8504 0.851 0.7926 | |
| 58 15:26:48 1 0.1000 0.02268521767727436 0.03021113947033882 0.8591 0.8508 0.8549 0.7959 | |
| 59 15:29:20 0 0.1000 0.021717769481713462 0.03019784763455391 0.8502 0.8535 0.8518 0.7958 | |
| 60 15:31:51 0 0.1000 0.02158242067657509 0.030309708788990974 0.8446 0.8446 0.8446 0.7832 | |
| 61 15:34:21 0 0.1000 0.0215165626752112 0.028495075181126595 0.8466 0.8516 0.8491 0.792 | |
| 62 15:36:52 0 0.1000 0.021137849944995495 0.03227972984313965 0.8491 0.8419 0.8455 0.7864 | |
| 63 15:39:24 1 0.1000 0.021383936164851295 0.029485132545232773 0.8419 0.8465 0.8442 0.7834 | |
| 64 15:41:56 0 0.1000 0.020872310852621003 0.030096804723143578 0.8443 0.845 0.8446 0.7836 | |
| 65 15:44:28 1 0.1000 0.021420008877695497 0.02994183637201786 0.8515 0.8554 0.8534 0.793 | |
| 66 15:46:59 0 0.1000 0.020488347323324115 0.02977355383336544 0.8472 0.8512 0.8492 0.7914 | |
| 67 15:49:32 0 0.1000 0.020270948245958723 0.030972706153988838 0.8508 0.8578 0.8543 0.7972 | |
| 68 15:52:04 1 0.1000 0.02075723314645451 0.030792292207479477 0.8548 0.8508 0.8528 0.7944 | |
| 69 15:54:33 0 0.1000 0.01987300719409306 0.031563375145196915 0.853 0.8481 0.8505 0.7919 | |
| 70 15:57:07 1 0.1000 0.021170077608717565 0.03166978433728218 0.8516 0.8562 0.8539 0.7946 | |
| 71 15:59:37 2 0.1000 0.020384174176467994 0.03054458275437355 0.8577 0.8504 0.854 0.7958 | |
| 72 16:02:09 3 0.1000 0.0201116617030056 0.029515517875552177 0.8579 0.8585 0.8582 0.7999 | |
| 73 16:04:41 4 0.1000 0.021190074940191952 0.0294826440513134 0.8528 0.8469 0.8499 0.7914 | |
| 74 16:07:11 0 0.0500 0.019366589616393783 0.030243773013353348 0.8519 0.8496 0.8508 0.7928 | |
| 75 16:09:43 0 0.0500 0.01878579648451527 0.02911132387816906 0.8539 0.8516 0.8527 0.7963 | |
| 76 16:12:16 0 0.0500 0.01800503926601076 0.02934643253684044 0.859 0.855 0.857 0.799 | |
| 77 16:14:47 1 0.0500 0.0185788282564084 0.028807329013943672 0.8605 0.8558 0.8581 0.8006 | |
| 78 16:17:19 0 0.0500 0.017148912932633854 0.03133295476436615 0.858 0.8477 0.8528 0.7956 | |
| 79 16:19:50 1 0.0500 0.018385360764779164 0.03068099543452263 0.8548 0.8465 0.8506 0.7942 | |
| 80 16:22:21 2 0.0500 0.01797179343328115 0.03157917782664299 0.8583 0.8519 0.8551 0.799 | |
| 81 16:24:52 3 0.0500 0.01794537333175315 0.029629342257976532 0.8595 0.8535 0.8565 0.8004 | |
| 82 16:27:23 4 0.0500 0.01755924119475138 0.02843180112540722 0.856 0.8527 0.8544 0.7971 | |
| 83 16:29:54 1 0.0250 0.017333976684901754 0.029316166415810585 0.8569 0.8496 0.8533 0.7971 | |
| 84 16:32:27 0 0.0250 0.016435127241719007 0.029401035979390144 0.8551 0.8461 0.8506 0.7924 | |
| 85 16:34:57 1 0.0250 0.016740381077466185 0.030953796580433846 0.8614 0.85 0.8556 0.8009 | |
| 86 16:37:27 2 0.0250 0.016964925794120147 0.030635029077529907 0.857 0.8504 0.8537 0.7969 | |
| 87 16:40:00 0 0.0250 0.01589243700862118 0.03055056370794773 0.857 0.85 0.8535 0.7966 | |
| 88 16:42:30 1 0.0250 0.01657057140407561 0.029628725722432137 0.8616 0.8539 0.8577 0.8023 | |
| 89 16:45:01 2 0.0250 0.01641062351267348 0.030412347987294197 0.8575 0.8539 0.8557 0.7988 | |
| 90 16:47:31 3 0.0250 0.016013030053248455 0.029919512569904327 0.8528 0.8469 0.8499 0.792 | |
| 91 16:50:04 0 0.0250 0.015828932177320034 0.029802754521369934 0.8597 0.8527 0.8562 0.7994 | |
| 92 16:52:36 0 0.0250 0.01576168073015428 0.031193019822239876 0.8549 0.8492 0.852 0.795 | |
| 93 16:55:08 0 0.0250 0.015513385914082727 0.03080672211945057 0.8592 0.8512 0.8551 0.7988 | |
| 94 16:57:39 1 0.0250 0.01637368643278662 0.030662264674901962 0.8574 0.8531 0.8553 0.7975 | |
| 95 17:00:09 2 0.0250 0.015778989603282473 0.030545346438884735 0.8602 0.8488 0.8545 0.7969 | |
| 96 17:02:41 3 0.0250 0.016148354250072446 0.031394150108098984 0.8626 0.8543 0.8584 0.8017 | |
| 97 17:05:14 4 0.0250 0.016138633965891696 0.031141091138124466 0.8564 0.8531 0.8548 0.7963 | |
| 98 17:07:45 0 0.0125 0.014972768931471554 0.0315224826335907 0.8519 0.8516 0.8517 0.7946 | |
| 99 17:10:16 0 0.0125 0.014937000746517826 0.032214682549238205 0.8548 0.8508 0.8528 0.797 | |
| 100 17:12:48 1 0.0125 0.015315762693362291 0.03205437958240509 0.8572 0.8516 0.8544 0.7986 | |
| 101 17:15:19 2 0.0125 0.015316402509536213 0.03180859610438347 0.8536 0.85 0.8518 0.7951 | |
| 102 17:17:49 3 0.0125 0.015749917955879853 0.03114163875579834 0.8552 0.8492 0.8522 0.7944 | |
| 103 17:20:21 4 0.0125 0.015905688585915696 0.03149925917387009 0.8544 0.8531 0.8538 0.7975 | |
| 104 17:22:52 1 0.0063 0.015017663725021576 0.03160782903432846 0.8564 0.8527 0.8545 0.7983 | |
| 105 17:25:24 0 0.0063 0.014463515245539793 0.031382638961076736 0.8559 0.8539 0.8549 0.7979 | |
| 106 17:27:55 1 0.0063 0.014722233220771623 0.03141792118549347 0.8581 0.8535 0.8558 0.799 | |
| 107 17:30:26 2 0.0063 0.015589453289875706 0.031312357634305954 0.8584 0.8531 0.8558 0.7992 | |
| 108 17:32:59 3 0.0063 0.014791036529763067 0.031135080382227898 0.8569 0.8539 0.8554 0.7985 | |
| 109 17:35:30 4 0.0063 0.014650175462203204 0.031781088560819626 0.8577 0.8527 0.8552 0.7988 | |
| 110 17:38:03 0 0.0031 0.014413277371729653 0.031605690717697144 0.8568 0.8535 0.8551 0.7987 | |
| 111 17:40:33 1 0.0031 0.014861696228470679 0.031536173075437546 0.856 0.8523 0.8541 0.7973 | |
| 112 17:43:04 2 0.0031 0.01510170419467421 0.031474340707063675 0.8565 0.8535 0.855 0.7984 | |
| 113 17:45:36 3 0.0031 0.014702775734193981 0.031519342213869095 0.8566 0.8523 0.8545 0.7979 | |
| 114 17:48:08 4 0.0031 0.014978721067512616 0.031727951020002365 0.8555 0.8512 0.8533 0.7959 | |
| 115 17:50:40 1 0.0016 0.014559816807833083 0.03165162727236748 0.8559 0.8519 0.8539 0.797 | |
| 116 17:53:11 0 0.0016 0.014115824371641458 0.03173290938138962 0.857 0.8527 0.8549 0.798 | |
| 117 17:55:43 0 0.0016 0.014062805758306192 0.03180387616157532 0.8578 0.8531 0.8554 0.7989 | |
| 118 17:58:13 0 0.0016 0.01401306927890158 0.03177444264292717 0.857 0.8527 0.8549 0.7985 | |
| 119 18:00:45 1 0.0016 0.014953029987298172 0.03172260522842407 0.8563 0.8523 0.8543 0.7976 | |
| 120 18:03:16 2 0.0016 0.014203992886031611 0.031805865466594696 0.856 0.8523 0.8541 0.7973 | |
| 121 18:05:49 3 0.0016 0.014264489350899601 0.03179682791233063 0.8574 0.8531 0.8553 0.7983 | |
| 122 18:08:22 0 0.0016 0.013999307079083641 0.03200670704245567 0.857 0.8523 0.8546 0.7976 | |
| 123 18:10:53 1 0.0016 0.014707300588000908 0.03187215328216553 0.8563 0.8519 0.8541 0.797 | |
| 124 18:13:24 2 0.0016 0.014103169545970694 0.03188449889421463 0.8554 0.8531 0.8543 0.798 | |
| 125 18:15:56 3 0.0016 0.014171845199331283 0.03190324455499649 0.8558 0.8531 0.8544 0.798 | |
| 126 18:18:27 4 0.0016 0.01449939109186894 0.031878840178251266 0.856 0.8527 0.8544 0.7977 | |
| 127 18:20:59 1 0.0008 0.01413782728073795 0.031853314489126205 0.856 0.8523 0.8541 0.7973 | |
| 128 18:23:31 2 0.0008 0.014871668747873842 0.0317995622754097 0.8564 0.8527 0.8545 0.7977 | |
| 129 18:26:03 3 0.0008 0.015939688048273244 0.031778719276189804 0.8567 0.8527 0.8547 0.7983 | |
| 130 18:28:33 0 0.0008 0.013955024417353861 0.031718671321868896 0.8567 0.8527 0.8547 0.798 | |
| 131 18:31:04 0 0.0008 0.013837341305902216 0.03182306885719299 0.8573 0.8519 0.8546 0.7981 | |
| 132 18:33:37 1 0.0008 0.01477617310787655 0.03184701129794121 0.8573 0.8519 0.8546 0.7981 | |
| 133 18:36:09 2 0.0008 0.015143000022245915 0.03188365697860718 0.8573 0.8519 0.8546 0.7981 | |
| 134 18:38:41 3 0.0008 0.014157369358396277 0.03192955255508423 0.8565 0.8512 0.8538 0.7974 | |
| 135 18:41:13 4 0.0008 0.01520012207200432 0.031969308853149414 0.8572 0.8516 0.8544 0.798 | |
| 136 18:43:46 1 0.0004 0.014043878888507406 0.0319695845246315 0.8576 0.8523 0.855 0.7985 | |
| 137 18:46:18 2 0.0004 0.014499135780607231 0.03197849541902542 0.8576 0.8519 0.8548 0.7984 | |
| 138 18:48:50 0 0.0004 0.013740513740889018 0.03200221434235573 0.8576 0.8519 0.8548 0.7984 | |
| 139 18:51:23 1 0.0004 0.014204072863053353 0.03198350593447685 0.8572 0.8516 0.8544 0.798 | |
| 140 18:53:56 2 0.0004 0.014627200524688636 0.03198152035474777 0.8576 0.8519 0.8548 0.7984 | |
| 141 18:56:26 3 0.0004 0.014092987855895286 0.032018985599279404 0.8572 0.8516 0.8544 0.798 | |
| 142 18:58:59 4 0.0004 0.014203694510219734 0.03204723075032234 0.8571 0.8512 0.8541 0.7977 | |
| 143 19:01:32 1 0.0002 0.014522307584636853 0.03204527124762535 0.8572 0.8516 0.8544 0.798 | |
| 144 19:04:04 2 0.0002 0.014140638780656054 0.03205322101712227 0.8572 0.8516 0.8544 0.798 | |
| 145 19:06:35 3 0.0002 0.014507198079606518 0.03206166997551918 0.8572 0.8516 0.8544 0.798 | |
| 146 19:09:06 4 0.0002 0.01404878209514795 0.032056890428066254 0.8572 0.8516 0.8544 0.798 |