[30/09/2020 13:08:52 PM]: INFO - Running command 'run'
[30/09/2020 13:08:52 PM]: INFO - Started run with ID "34"
[30/09/2020 13:08:52 PM]: INFO - Running experiments with config_name=telicty_ar and with vector_file=/Users/thomas/research/data/fastText/fasttext_wiki-ar-align_dim-300.kvec and evaluation_mode=cross_validation and drop_target=None...
[30/09/2020 13:08:54 PM]: INFO - fastText embeddings loaded!
[30/09/2020 13:08:54 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_captions/ar/arabic_captions.tsv...
[30/09/2020 13:08:56 PM]: INFO - Starting 10-cross validation...
[30/09/2020 13:08:56 PM]: INFO - Encoding labels...
[30/09/2020 13:08:56 PM]: INFO - 3 Labels (['Atelic' 'Stative' 'Telic']) encoded!
[30/09/2020 13:08:56 PM]: INFO - Encoding data...
[30/09/2020 13:08:56 PM]: INFO - Encoded data with shape X.shape=(205, 300) and labels with shape=(205,)!
/Users/thomas/.virtualenvs/rasa/lib/python3.7/site-packages/sklearn/model_selection/_split.py:672: UserWarning: The least populated class in y has only 2 members, which is less than n_splits=10.
  % (min_groups, self.n_splits)), UserWarning)
[30/09/2020 13:08:56 PM]: INFO - Average Accuracy: 0.9116666666666667 (+/- 0.07909242849285864); Majority class baseline Accuracy: 0.7219512195121951; F1 weighted=0.9051251187836553; F1 micro=0.9121951219512195; F1 macro=0.5938528138528137
[30/09/2020 13:08:56 PM]: INFO - Running analysis...
[30/09/2020 13:08:56 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/ar/...
[30/09/2020 13:08:56 PM]: INFO - Finished!
[30/09/2020 13:08:56 PM]: INFO - Result: 0.9116666666666667
[30/09/2020 13:08:56 PM]: INFO - Completed after 0:00:04
