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In a binary choice between English and Spanish strings drawn from a bilingual corpus, an accuracy of 92% can be got from 20 bytes of test data and 50Kbytes of training data, improving to about 99.9% when 500 bytes of test data are allowed. If you have very small amounts of training or test data it may be better to stick with low-order models.