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Table 8 Tagging accuracy on Tycho Brahe

From: Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese

Input features Only words Capitalization Prefix + suffix All three
  All (%) OOV (%) All (%) OOV (%) All (%) OOV (%) All (%) OOV (%)
Random 93.59 37.98 94.65 42.73 95.89 78.41 96.93 82.61
HAL 93.25 44.95 94.39 49.28 95.83 78.97 96.89 83.02
NLM 93.58 52.21 94.67 55.67 95.86 80.91 96.91 84.14
SG 93.46 50.57 94.51 53.82 95.87 80.10 96.83 83.10