[29/09/2020 16:54:41 PM]: INFO - Running command 'run'
[29/09/2020 16:54:41 PM]: INFO - Started run with ID "18"
[29/09/2020 16:54:41 PM]: INFO - Running experiments with config_name=telicty_tr and with vector_file=/Users/thomas/research/data/fastText/fasttext_wiki-zh_dim-300.kvec and evaluation_mode=cross_validation and drop_target=Imperfective...
[29/09/2020 16:54:42 PM]: INFO - fastText embeddings loaded!
[29/09/2020 16:54:42 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_captions/zh/chinese_wiki_aspect.csv...
[29/09/2020 16:54:45 PM]: INFO - Starting 10-cross validation...
[29/09/2020 16:54:45 PM]: INFO - Encoding labels...
[29/09/2020 16:54:45 PM]: INFO - 2 Labels (['Perfective' 'Stative']) encoded!
[29/09/2020 16:54:45 PM]: INFO - Encoding data...
[29/09/2020 16:54:45 PM]: INFO - Encoded data with shape X.shape=(163, 300) and labels with shape=(163,)!
[29/09/2020 16:54:46 PM]: INFO - Average Accuracy: 0.8158088235294118 +/- 0.0050543114282601; Majority class baseline Accuracy: 0.8159509202453987; Total F1["['Perfective']"]=0.0; Total F1["['Stative']"]=0.8986486486486486
[29/09/2020 16:54:46 PM]: INFO - Running analysis...
[29/09/2020 16:54:46 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/zh/...
[29/09/2020 16:54:46 PM]: INFO - Finished!
[29/09/2020 16:54:46 PM]: INFO - Result: 0.8158088235294118
[29/09/2020 16:54:46 PM]: INFO - Completed after 0:00:05
