Updated 29-April

[WilliamPham1602]

Hi @maartenmarx,

This is my general update for last week and I apologize for the late update because I am trying to finish the model.

Previous week:

• Finished the first base LogisticRegression classifier, which used the TF-IDF vector.
• Finished Doc2Vec model
• Finished the draft Introduction in the final report

In Progress:

• Researching the imbalance in labels.
• Developing the base application.
• Experimenting with Deep Learning and multiple different classifiers.
• Working on the methodology part of the report.

This week:

• Researching and developing the application.
• Finalize the Introduction (including the research question)
• Experimenting with multiple classifiers including Doc2Vec and TF-IDF.

If you have any further questions, please let me know.

Regards, Sang.

[maartenmarx]

Thanks @WilliamPham1602 for your update. In general the RQs and research direction look good, but please take my earlier sent tips into account.

In your notebook you report accuracy and weighted F1, but both are not that useful, as we have very few "first pages". So concentrate on F1 for the first page class. And compute BNcubed F1 using the ntebook I provided.

Good luck!! maarten