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guillaumegenthial / tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Apache License 2.0
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In reported result, what is difference between best and abs. best ? Also mean + std. deviation doesnt matches with the best result reported in the github page ? #67

Open a1nkit opened 3 years ago

a1nkit commented 3 years ago

First of all, i thank you very much for sharing your code written beautifully and explained very well in your blog.

I faced a problem while reading the result.

2 things i was not able to understand:

a) For example consider result reported for BLSTM + CRF model, mean + std deviation = 90.42+0.1 = 90.52 best result = 90.61 (it is more than 90.52, how is it possible)

b) Also, what is difference between abs. best and best result (F1 score reported) ?

Kindly explain in detail if possible. I will be really grateful to you.

a1nkit commented 3 years ago

@guillaumegenthial dear sir, can you explain above ?