'Automatic calculate Recall/ Precision to Word2vec model

i am doing synonym-detection based on word2vec models with gensim. What possibilities are for automatic calculate of recall and precision. I just want some metrics based on the trained Model whitout giving a list of correct synoynms. Cheers



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