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facebookexperimental / Robyn

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
https://facebookexperimental.github.io/Robyn/
MIT License
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Error in using robyn_run #1121

Open Paul-Bell-1992 opened 2 weeks ago

Paul-Bell-1992 commented 2 weeks ago

Hi,

I've been seeing the below error when trying to run robyn_run and build an initial model, with 7000 iterations and 7 trials. I've tried running less iterations/trials to see if this avoids the error with no luck. It ran fine yesterday on the same data. All I've changed since then, is I've set the hyperparameters to those of yesterday's model, while setting the train size to 1, for the purposes of a test. Any help would be greatly appreciated.

Thanks!

R version 4.4.1 Robyn version: 3.11.1

Error inmutate(): ℹ In argument:nrmse = lares::winsorize(.data$nrmse, nrmse_win). Caused by error inquantile.default()`: ! missing values and NaN's not allowed if 'na.rm' is FALSE

Backtrace: ▆

  1. ├─Robyn::robyn_run(...)
  2. │ └─Robyn::robyn_converge(OutputModels, ...)
  3. │ └─... %>% ...
  4. ├─ggplot2::ggplot(...)
  5. ├─dplyr::mutate(...)
  6. ├─dplyr:::mutate.data.frame(., nrmse = lares::winsorize(.data$nrmse, nrmse_win), na.rm = TRUE)
  7. │ └─dplyr:::mutate_cols(.data, dplyr_quosures(...), by)
  8. │ ├─base::withCallingHandlers(...)
  9. │ └─dplyr:::mutate_col(dots[[i]], data, mask, new_columns)
    1. │ └─mask$eval_all_mutate(quo)
    2. │ └─dplyr (local) eval()
    3. └─lares::winsorize(.data$nrmse, nrmse_win)
    4. ├─stats::quantile(x, thresh[1], na.rm = na.rm)
    5. └─stats:::quantile.default(x, thresh[1], na.rm = na.rm)
    6. └─base::stop("missing values and NaN's not allowed if 'na.rm' is FALSE") Run rlang::last_trace(drop = FALSE) to see 3 hidden frames.

      sessionInfo() R version 4.4.1 (2024-06-14 ucrt) Platform: x86_64-w64-mingw32/x64 Running under: Windows 10 x64 (build 19045)`