[30/09/2020 14:04:02 PM]: INFO - Running command 'run'
[30/09/2020 14:04:02 PM]: INFO - Started run with ID "49"
[30/09/2020 14:04:02 PM]: INFO - Running experiments with config_name=telicty_zh and with vector_file=/Users/thomas/research/data/fastText/fasttext_wiki-zh-align_dim-300.kvec and evaluation_mode=cross_validation and drop_target=Perfective...
[30/09/2020 14:04:05 PM]: INFO - fastText embeddings loaded!
[30/09/2020 14:04:05 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_captions/zh/chinese_wiki_aspect.csv...
[30/09/2020 14:04:10 PM]: INFO - Starting 10-cross validation...
[30/09/2020 14:04:10 PM]: INFO - Encoding labels...
[30/09/2020 14:04:10 PM]: INFO - 2 Labels (['Imperfective' 'Stative']) encoded!
[30/09/2020 14:04:10 PM]: INFO - Encoding data...
[30/09/2020 14:04:10 PM]: INFO - Encoded data with shape X.shape=(141, 300) and labels with shape=(141,)!
/Users/thomas/.virtualenvs/nlp/lib/python3.7/site-packages/sklearn/model_selection/_split.py:667: UserWarning: The least populated class in y has only 8 members, which is less than n_splits=10.
  % (min_groups, self.n_splits)), UserWarning)
[30/09/2020 14:04:10 PM]: INFO - Average Accuracy: 0.9433333333333334 +/- 0.028368325730678996; Majority class baseline Accuracy: 0.9432624113475178; Total F1["['Imperfective']"]=0.0; Total F1["['Stative']"]=0.9708029197080292
[30/09/2020 14:04:10 PM]: INFO - Running analysis...
[30/09/2020 14:04:10 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/zh/...
[30/09/2020 14:04:10 PM]: INFO - Finished!
[30/09/2020 14:04:10 PM]: INFO - Result: 0.9433333333333334
[30/09/2020 14:04:10 PM]: INFO - Completed after 0:00:08
