[30/09/2020 15:20:47 PM]: INFO - Running command 'run'
[30/09/2020 15:20:47 PM]: INFO - Started run with ID "66"
[30/09/2020 15:20:47 PM]: INFO - Running experiments with config_name=telicty_tr and with vector_file=/Users/thomas/research/data/fastText/fasttext_wiki-tr-align_dim-300.kvec and evaluation_mode=cross_validation and drop_target=atelic...
[30/09/2020 15:20:49 PM]: INFO - fastText embeddings loaded!
[30/09/2020 15:20:49 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_wikipedia/tr/annotated_500_turkish_wiki_sentences.tsv...
[30/09/2020 15:20:54 PM]: INFO - Starting 10-cross validation...
[30/09/2020 15:20:54 PM]: INFO - Encoding labels...
[30/09/2020 15:20:54 PM]: INFO - 3 Labels (['stative' 'teli' 'telic']) encoded!
[30/09/2020 15:20:54 PM]: INFO - Encoding data...
[30/09/2020 15:20:54 PM]: INFO - Encoded data with shape X.shape=(443, 300) and labels with shape=(443,)!
/Users/thomas/.virtualenvs/nlp/lib/python3.7/site-packages/sklearn/model_selection/_split.py:667: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
  % (min_groups, self.n_splits)), UserWarning)
[30/09/2020 15:20:54 PM]: INFO - Average Accuracy: 0.7787373737373737 (+/- 0.03483124298981432); Majority class baseline Accuracy: 0.6320541760722348; F1 weighted=0.7771089086708826; F1 micro=0.7787810383747178; F1 macro=0.5075932961883979
[30/09/2020 15:20:54 PM]: INFO - Running analysis...
[30/09/2020 15:20:54 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/tr/...
[30/09/2020 15:20:54 PM]: INFO - Finished!
[30/09/2020 15:20:54 PM]: INFO - Result: 0.7787373737373737
[30/09/2020 15:20:54 PM]: INFO - Completed after 0:00:07
