BayanDuygu/bert-base-128-epoch1

mean f1 0.44

              precision    recall  f1-score   support

    CARDINAL       0.59      0.61      0.60       240
        DATE       0.53      0.66      0.59       343
       EVENT       0.16      0.27      0.20        95
         FAC       0.10      0.11      0.10        46
         GPE       0.51      0.63      0.56       566
    LANGUAGE       0.53      0.34      0.42        29
         LAW       0.00      0.00      0.00         6
         LOC       0.16      0.14      0.15        50
       MONEY       0.00      0.00      0.00         5
        NORP       0.56      0.53      0.55       212
     ORDINAL       0.70      0.59      0.64       104
         ORG       0.17      0.24      0.20       250
     PERCENT       0.33      0.50      0.40         4
      PERSON       0.38      0.60      0.46       654
     PRODUCT       0.30      0.15      0.20        61
    QUANTITY       0.47      0.39      0.42        36
        TIME       0.00      0.00      0.00         4
       TITLE       0.34      0.20      0.25       153
 WORK_OF_ART       0.23      0.31      0.26       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

=======

Seed 42 dev: {'pos_acc': 0.7831061111640767, 'uas': 0.3586800573888092, 'las': 0.26771879483500716, 'morph_Abbr_acc': 0.47583182381542566, 'morph_Aspect_acc': 0.23005052912575077, 'morph_Case_acc': 0.07865382781962056, 'morph_Echo_acc': 0.37096005338926497, 'morph_Evident_acc': 0.2743826866240824, 'morph_Mood_acc': 0.04547621317570789, 'morph_NumType_acc': 0.18047478310611118, 'morph_Number_acc': 0.32576985413290116, 'morph_Number[psor]_acc': 0.2992658976070169, 'morph_Person_acc': 0.3805891886738488, 'morph_Person[psor]_acc': 0.23157593669558585, 'morph_Polarity_acc': 0.3133759176279912, 'morph_Polite_acc': 0.26465821336638384, 'morph_PronType_acc': 0.1743731528267709, 'morph_Reflex_acc': 0.6935837544093812, 'morph_Tense_acc': 0.3423586614548575, 'morph_VerbForm_acc': 0.1539708265802269, 'morph_Voice_acc': 0.10792258556583087, 'morph_micro_acc': 0.274626328110931} Seed 42 test: {'pos_acc': 0.8012180511182109, 'uas': 0.4102948525737131, 'las': 0.3134432783608196, 'morph_Abbr_acc': 0.49640575079872207, 'morph_Aspect_acc': 0.2134584664536741, 'morph_Case_acc': 0.0819688498402556, 'morph_Echo_acc': 0.34804313099041534, 'morph_Evident_acc': 0.2864416932907348, 'morph_Mood_acc': 0.05131789137380192, 'morph_NumType_acc': 0.16753194888178913, 'morph_Number_acc': 0.3249800319488818, 'morph_Number[psor]_acc': 0.2995207667731629, 'morph_Person_acc': 0.35483226837060705, 'morph_Person[psor]_acc': 0.22553913738019168, 'morph_Polarity_acc': 0.3242811501597444, 'morph_Polite_acc': 0.2556908945686901, 'morph_PronType_acc': 0.17761581469648563, 'morph_Reflex_acc': 0.6951876996805112, 'morph_Tense_acc': 0.3634185303514377, 'morph_VerbForm_acc': 0.1499600638977636, 'morph_Voice_acc': 0.10842651757188498, 'morph_micro_acc': 0.2735900337238197}

======

cola 0.0
sst2  0.74
mrpc   0.68
stsb  0.14/0.15
qqp  0.76
mnli 0.58/0.58
qnli  0.61
rte  0.52

=====

sentiturca

e-commerce eval_accuracy = 0.6066 eval_f1_macro = 0.5809 eval_f1_micro = 0.6066

hate

eval_accuracy = 0.809 eval_f1_macro = 0.5636 eval_f1_micro = 0.809