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

Kpi is smaller than spend on response curve #213

Closed
MuhammedTech opened this issue Jun 2, 2023 · 1 comment
Closed

Kpi is smaller than spend on response curve #213

MuhammedTech opened this issue Jun 2, 2023 · 1 comment

Comments

@MuhammedTech
Copy link

MuhammedTech commented Jun 2, 2023

Hi,

Response curves' KPI is way smaller than the X axis which is spend but it should be the other way around considering that ROI and contribution are on point. This is really weird that I am spending more than I'm getting. The model i am using is hill_adstock
Screen Shot 2023-06-02 at 11 29 44

My code: plot.plot_response_curves(steps=52, media_mix_model=mmm, media_scaler=media_scaler, target_scaler=target_scaler, figure_size=(15,10))

I have 5 features and more than 20 extra features.

This is the ROI
Screen Shot 2023-06-02 at 11 32 48

the problem is somewhat similar to Issue #51
The author suggested an alternative solution, i am not sure if that solution would work for my case, tried, but failed to implement it.

@jannnnabi
Copy link

@MuhammedTech
Hi~ Can I ask you something if you don't mind? You said you put in 20 extra features, but I wonder what you put in. If the target is order, can I also include data such as visit, revenue, and cart add?

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

No branches or pull requests

2 participants