[30/09/2020 13:08:33 PM]: INFO - Running command 'run'
[30/09/2020 13:08:33 PM]: INFO - Started run with ID "32"
[30/09/2020 13:08:33 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=Telic...
[30/09/2020 13:08:35 PM]: INFO - fastText embeddings loaded!
[30/09/2020 13:08:35 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_captions/ar/arabic_captions.tsv...
Downloaded pre-trained UDPipe model for 'ar' language
[30/09/2020 13:08:47 PM]: INFO - Starting 10-cross validation...
[30/09/2020 13:08:47 PM]: INFO - Encoding labels...
[30/09/2020 13:08:47 PM]: INFO - 2 Labels (['Atelic' 'Stative']) encoded!
[30/09/2020 13:08:47 PM]: INFO - Encoding data...
[30/09/2020 13:08:47 PM]: INFO - Encoded data with shape X.shape=(203, 300) and labels with shape=(203,)!
[30/09/2020 13:08:48 PM]: INFO - Average Accuracy: 0.9204761904761904 +/- 0.07829098580328317; Majority class baseline Accuracy: 0.729064039408867; Total F1["['Atelic']"]=0.9477124183006536; Total F1["['Stative']"]=0.84
[30/09/2020 13:08:48 PM]: INFO - Running analysis...
[30/09/2020 13:08:48 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/ar/...
[30/09/2020 13:08:48 PM]: INFO - Finished!
[30/09/2020 13:08:48 PM]: INFO - Result: 0.9204761904761904
[30/09/2020 13:08:48 PM]: INFO - Completed after 0:00:15
