[30/09/2020 15:18:07 PM]: INFO - Running command 'run'
[30/09/2020 15:18:07 PM]: INFO - Started run with ID "63"
[30/09/2020 15:18:07 PM]: INFO - Running experiments with config_name=telicty_ru and with vector_file=/Users/thomas/research/data/fastText/fasttext_wiki-ru-align_dim-300.kvec and evaluation_mode=cross_validation and drop_target=A...
[30/09/2020 15:18:21 PM]: INFO - fastText embeddings loaded!
[30/09/2020 15:18:21 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_wikipedia/ru/rus_telicity-wikipedia.csv...
[30/09/2020 15:18:25 PM]: INFO - Loading dictionaries from /Users/thomas/.virtualenvs/nlp/lib/python3.7/site-packages/pymorphy2_dicts_ru/data
[30/09/2020 15:18:25 PM]: INFO - format: 2.4, revision: 404381, updated: 2017-08-28T16:38:19.536338
[30/09/2020 15:18:26 PM]: INFO - Starting 10-cross validation...
[30/09/2020 15:18:26 PM]: INFO - Encoding labels...
[30/09/2020 15:18:26 PM]: INFO - 2 Labels (['S' 'T']) encoded!
[30/09/2020 15:18:26 PM]: INFO - Encoding data...
[30/09/2020 15:18:26 PM]: INFO - Encoded data with shape X.shape=(57, 300) and labels with shape=(57,)!
[30/09/2020 15:18:26 PM]: INFO - Average Accuracy: 0.7233333333333333 +/- 0.10225241100118647; Majority class baseline Accuracy: 0.7017543859649122; Total F1["['S']"]=0.2727272727272727; Total F1["['T']"]=0.8260869565217392
[30/09/2020 15:18:26 PM]: INFO - Running analysis...
[30/09/2020 15:18:26 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/ru/...
[30/09/2020 15:18:26 PM]: INFO - Finished!
[30/09/2020 15:18:26 PM]: INFO - Result: 0.7233333333333333
[30/09/2020 15:18:26 PM]: INFO - Completed after 0:00:19
