Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Model is not generating accurate recommandations [QST] #770

Open
Oussamakhammassi opened this issue Feb 1, 2024 · 1 comment
Open

Model is not generating accurate recommandations [QST] #770

Oussamakhammassi opened this issue Feb 1, 2024 · 1 comment

Comments

@Oussamakhammassi
Copy link

Hello. I've adapted t4rec model to my own e-commerce dataset and trained it but the model is not capturing the relationships between products and not giving a logical results. For the test i give him as input a transaction containing one product. The evaluation metrics also are very low(around 0.01). The loss function is decreasing but the predictions doesn't make sense. I tried many things like changing learning rate, batch size,... but doesn't work.

@lmatejka
Copy link

Hi, after adapting default r4rec settings I also receive poor recommendations (e.g. with comparison to baseline association rules). Have you explored why this happens? Im going to debug it with small prepared dataset with minimum features to se what happens.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

No branches or pull requests

2 participants