0% in mean response% from Robyn_allocator result

[jinlin53]

Hi Robyn team, thanks for this amazing tool.

I tried to implement the code with the dataset you provided: dt_simulated_weekly and dt_prophet_holidays, with same hyperparameter settings and without calibration settings. As for the model, I selected one from Pareto-optimals, 5_277_3.

However, I noticed that in the allocation result, for Facebook_S, the mean response shows 0% despite the date range. You can see that in the first table, the date range is about 2 years, and in the second the date range is 4 weeks.

Here is the JSON file for Robyn_Model-5_277_3:
RobynModel-5_277_3.json

I'd appreciate it if there's any response on this issue.

ps.
Robyn version: 3.11.1
R version: 4.3.1

[gufengzhou]

This is expected. The selected model has predicted facebook_S has no effect / 0 coefficient (see grey table 1st row 3rd column), thus it'll always get 0 allocation. pick another model that has no 0 coef for any channels, you'll see "normal result".