As an example to illustrate the output of the Word2Vec model, a query with the word friendship yields friendlhip, friendihip, friendflip, friend-, affection, friendthip, gratitude, affetion, friendflhip and friendfiip as the most similar words.
in addition to the OCR errors of the word queried for, other correctlyspelled, semantically similar words (friend-, affection and gratitude) and even their erroneous forms (affetion) are returned.