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Loading 10000 data points with setting, 1x0 (1 ngram - 0 skips) | |
Training took 315.290000s. Evaluating.. | |
Training accuracy : 1.000000 | |
For file /home/user/data/lang_detect/fifty_words.txt, accuracy : 0.987700 | |
For file /home/user/data/lang_detect/five_words.txt, accuracy : 0.832900 | |
For file /home/user/data/lang_detect/mixed.txt, accuracy : 0.907900 | |
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Loading 10000 data points with setting, 2x2 (2 ngrams - 2 skips) | |
Training took 1181.360000s. Evaluating.. | |
Training accuracy : 1.000000 | |
For file /home/user/data/lang_detect/fifty_words.txt, accuracy : 0.984300 | |
For file /home/user/data/lang_detect/five_words.txt, accuracy : 0.797800 | |
For file /home/user/data/lang_detect/mixed.txt, accuracy : 0.887600 | |
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Loading 20000 data points with setting, 1x0 (1 ngram - 0 skips) | |
Training took 455.440000s. Evaluating.. | |
Training accuracy : 1.000000 | |
For file /home/user/data/lang_detect/fifty_words.txt, accuracy : 0.988000 | |
For file /home/user/data/lang_detect/five_words.txt, accuracy : 0.831000 | |
For file /home/user/data/lang_detect/mixed.txt, accuracy : 0.907500 | |
------------------------- | |
Loading 20000 data points with setting, 2x2 (2 ngrams - 2 skips) | |
Training took 1566.800000s. Evaluating.. | |
Training accuracy : 1.000000 | |
For file /home/user/data/lang_detect/fifty_words.txt, accuracy : 0.985600 | |
For file /home/user/data/lang_detect/five_words.txt, accuracy : 0.790000 | |
For file /home/user/data/lang_detect/mixed.txt, accuracy : 0.884400 | |
------------------------- | |
Loading 30000 data points with setting, 1x0 (1 ngrams - 0 skips) | |
Training took 518.350000s. Evaluating.. | |
Training accuracy : 1.000000 | |
For file /home/user/data/lang_detect/fifty_words.txt, accuracy : 0.988800 | |
For file /home/user/data/lang_detect/five_words.txt, accuracy : 0.825400 | |
For file /home/user/data/lang_detect/mixed.txt, accuracy : 0.904800 | |
------------------------- | |
Loading 30000 data points with setting, 2x2 (2 ngrams - 2 skips) | |
Training took 2021.620000s. Evaluating.. | |
Training accuracy : 1.000000 | |
For file /home/user/data/lang_detect/fifty_words.txt, accuracy : 0.986300 | |
For file /home/user/data/lang_detect/five_words.txt, accuracy : 0.789600 | |
For file /home/user/data/lang_detect/mixed.txt, accuracy : 0.886000 |
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