BayanDuygu/bert-base-128-epoch6

              precision    recall  f1-score   support

    CARDINAL       0.60      0.61      0.60       240
        DATE       0.52      0.66      0.58       343
       EVENT       0.14      0.25      0.18        95
         FAC       0.07      0.09      0.08        46
         GPE       0.51      0.64      0.56       566
    LANGUAGE       0.53      0.31      0.39        29
         LAW       0.00      0.00      0.00         6
         LOC       0.19      0.18      0.18        50
       MONEY       0.00      0.00      0.00         5
        NORP       0.56      0.53      0.55       212
     ORDINAL       0.70      0.56      0.62       104
         ORG       0.17      0.24      0.20       250
     PERCENT       0.33      0.50      0.40         4
      PERSON       0.38      0.59      0.46       654
     PRODUCT       0.32      0.15      0.20        61
    QUANTITY       0.48      0.42      0.45        36
        TIME       0.00      0.00      0.00         4
       TITLE       0.34      0.19      0.24       153
 WORK_OF_ART       0.24      0.34      0.28       158

   micro avg       0.41      0.50      0.45      3016
   macro avg       0.32      0.33      0.32      3016
weighted avg       0.42      0.50      0.45      3016

0.44

=====

Seed 42 dev: {'pos_acc': 0.8422813315926893, 'uas': 0.4577516531961793, 'las': 0.35480447383459873, 'morph_Abbr_acc': 0.37761096605744127, 'morph_Aspect_acc': 0.10656005221932115, 'morph_Case_acc': 0.1323433420365535, 'morph_Echo_acc': 0.42493472584856395, 'morph_Evident_acc': 0.2960182767624021, 'morph_Mood_acc': 0.20797976501305482, 'morph_NumType_acc': 0.21785248041775457, 'morph_Number_acc': 0.46932114882506526, 'morph_Number[psor]_acc': 0.352072454308094, 'morph_Person_acc': 0.31780352480417756, 'morph_Person[psor]_acc': 0.1679177545691906, 'morph_Polarity_acc': 0.19370104438642297, 'morph_PronType_acc': 0.237516318537859, 'morph_Reflex_acc': 0.40608681462140994, 'morph_Tense_acc': 0.19549608355091383, 'morph_Typo_acc': 0.3360802872062663, 'morph_VerbForm_acc': 0.45732702349869453, 'morph_Voice_acc': 0.06845626631853786, 'morph_micro_acc': 0.2758376849434291}

Seed 42 test: {'pos_acc': 0.8583285397321062, 'uas': 0.4612157604672205, 'las': 0.3512379698938883, 'morph_Abbr_acc': 0.36979209466677626, 'morph_Aspect_acc': 0.10518530692743858, 'morph_Case_acc': 0.13230339386966883, 'morph_Echo_acc': 0.4231243323198291, 'morph_Evident_acc': 0.2951762675651245, 'morph_Mood_acc': 0.20404306023502342, 'morph_NumType_acc': 0.2185882159585833, 'morph_Number_acc': 0.47999013887747555, 'morph_Number[psor]_acc': 0.3391404388199523, 'morph_Person_acc': 0.3190073136658723, 'morph_Person[psor]_acc': 0.18251294272331334, 'morph_Polarity_acc': 0.18423863916509162, 'morph_PronType_acc': 0.23206508340866136, 'morph_Reflex_acc': 0.41293450571123347, 'morph_Tense_acc': 0.18547127948064754, 'morph_Typo_acc': 0.33166242090557974, 'morph_VerbForm_acc': 0.46421234283835977, 'morph_Voice_acc': 0.062125071904018406, 'morph_micro_acc': 0.27453182494681383}

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ecommerce 0.60 0.58 0.60

hate 0.81 0.56 0.81