Not able to Reproduce Paper Results with This Code

[usmanmalik57]

Hello, first of all, I want to thank you for this brilliant research work.

However, I have an issue with the code you have provided. I am not able to reproduce the results mentioned in your paper.
For example, with XGBoost, I get the following F1 Score for the emotion "Anger" using your code.

accuracy score is...
0.4928774928774929
F1 score is...
0.3046875
Cohen Kappa score is..
0.003636015692278116

In the paper, the F1 score for anger using XGboost is 0.43.
Could you point me out if I am missing something in my implementation? At the moment I am simply running your code on the data you have provided.

Any help in this regard will be appreciated.
Thanks

[Mayer123]

@xinyuwang1126 Hi Xinyu, could you please take a look into this and see if you still have the original scripts? Thank you!