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Logger: classifying news in ../../sampledata_en/ directory
Logger: FIRST WE HAVE TO PREPROCESS DATA - REPEATING TASK 1 ON THE GIVEN DATASET...
Logger: filtering English & Russian texts in ../../sampledata_en/ directory

 4856 

exec time:  18.084944248199463
number of texts: 4856
count in dataset: 4719
count in dataset: 0
Logger: SECOND - WE HAVE TO FILTER NOT NEWS - REPEATING TASK 2 ON THE GIVEN DATASET...
Logger: filtering news in ../../sampledata_en/ directory