Good Accuracy and F Masure but wrong tagging?

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Manesar_Living

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Aug 1, 2017, 6:06:42 PM8/1/17
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I was trying create one NER with NLTK HMM (nltk.HiddenMarkovModelTagger.train). The accuracy of the model is very good so is the f measure(90.00+). But many of my entities are coming wrong or partial match why it is so (though there are many nice ones)?
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