[18/01/2021 21:02:43 PM]: INFO - Running command 'run'
[18/01/2021 21:02:43 PM]: INFO - Started run with ID "122"
[18/01/2021 21:02:43 PM]: INFO - Running experiments with config_name=telicity_bert_monolingual and with data_file=/Users/thomas/research/data/verb_telicity/telicity_wikipedia/zh/wiki-zh-numpy.txt
[18/01/2021 21:02:43 PM]: INFO - Data and labels loaded!
[18/01/2021 21:02:43 PM]: INFO - Starting 10-cross validation...
/Users/thomas/.virtualenvs/nlp/lib/python3.7/site-packages/sklearn/linear_model/_logistic.py:940: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
Please also refer to the documentation for alternative solver options:
    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression
  extra_warning_msg=_LOGISTIC_SOLVER_CONVERGENCE_MSG)
/Users/thomas/.virtualenvs/nlp/lib/python3.7/site-packages/sklearn/linear_model/_logistic.py:940: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
Please also refer to the documentation for alternative solver options:
    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression
  extra_warning_msg=_LOGISTIC_SOLVER_CONVERGENCE_MSG)
/Users/thomas/.virtualenvs/nlp/lib/python3.7/site-packages/sklearn/linear_model/_logistic.py:940: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
Please also refer to the documentation for alternative solver options:
    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression
  extra_warning_msg=_LOGISTIC_SOLVER_CONVERGENCE_MSG)
[18/01/2021 21:02:44 PM]: INFO - Average Accuracy: 0.8588235294117647 +/- 0.05602728882808453; Total F1["['Perfective']"]=0.4888888888888889; Total F1["['Stative']"]=0.9181494661921707
[18/01/2021 21:02:44 PM]: INFO - Result: 0.8588235294117647
[18/01/2021 21:02:44 PM]: INFO - Completed after 0:00:01
