It shows only one label result

[tarkanoz]

Hi,

I've create dataset with 5 label (person, location, date, time, counrty) using dataturks NER tagging and i trained my model using dataturks to scapy and train scapy scripts.

I get results but its returning only Person label result. I re-run script few time than i get date and person label sometimes.

Also i realized that if i use 'testdata.json' (project test data) i get results for all labels even if i trained the model with my own data.

I couldnt find what can be reason for it.

Code: https://paste.ubuntu.com/p/7G28brTWgv/

Train File: https://paste.ubuntu.com/p/GGTFdGbHDN/
Test File: https://paste.ubuntu.com/p/29XWP6MRrp/

[omerarshad]

Did you find a solution to this? I am also facing same issue

[NishuKumar]

I faced same issue when I tried to use the same example on invoices.However I have different templates of invoices so for some templates after providing more than 200 data it worked i.e started showing atleast 3 labels out of four i gave as input.For some templates it doesn't show more than 1 label.Also for less no of data i.e 60 or 80 training set it shows only one label for me as well.