spaCy/docs/source/why/index.rst

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2014-10-15 10:50:34 +00:00
Why
===
Benchmarks
----------
Efficiency
----------
+--------+-------+--------------+--------------+
| System | Time | Words/second | Speed Factor |
+--------+-------+--------------+--------------+
| NLTK | 6m4s | 89,000 | 1.00 |
+--------+-------+--------------+--------------+
| spaCy | 9.5s | 3,093,000 | 38.30 |
+--------+-------+--------------+--------------+
Accuracy
--------
The comparison refers to 30 million words from the English Gigaword, on
a Maxbook Air. For context, calling string.split() on the data completes in
about 5s.
Pros and Cons
-------------