[29/09/2020 16:51:49 PM]: INFO - Running command 'run'
[29/09/2020 16:51:49 PM]: INFO - Started run with ID "17"
[29/09/2020 16:51:49 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=Perfective...
[29/09/2020 16:51:51 PM]: INFO - fastText embeddings loaded!
[29/09/2020 16:51:51 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_captions/zh/chinese_caption_aspect.csv...
[29/09/2020 16:51:53 PM]: INFO - Starting 10-cross validation...
[29/09/2020 16:51:53 PM]: INFO - Encoding labels...
[29/09/2020 16:51:53 PM]: INFO - 2 Labels (['Imperfective' 'Stative']) encoded!
[29/09/2020 16:51:53 PM]: INFO - Encoding data...
[29/09/2020 16:51:53 PM]: INFO - Encoded data with shape X.shape=(148, 300) and labels with shape=(148,)!
[29/09/2020 16:51:53 PM]: INFO - Average Accuracy: 0.7090476190476191 +/- 0.06862597037218354; Majority class baseline Accuracy: 0.6486486486486487; Total F1["['Imperfective']"]=0.8170212765957446; Total F1["['Stative']"]=0.29508196721311475
[29/09/2020 16:51:53 PM]: INFO - Running analysis...
[29/09/2020 16:51:53 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/zh/...
[29/09/2020 16:51:53 PM]: INFO - Finished!
[29/09/2020 16:51:53 PM]: INFO - Result: 0.7090476190476191
[29/09/2020 16:51:53 PM]: INFO - Completed after 0:00:04
