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.
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.