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.
When trying to run robyn_run I am receiving the below error. Can you please assist?
OutputCollect <- robyn_outputs(
InputCollect, OutputModels,
pareto_fronts = "auto", # automatically pick how many pareto-fronts to fill min_candidates (100)
min_candidates = 100, # top pareto models for clustering. Default to 100
# calibration_constraint = 0.1, # range c(0.01, 0.1) & default at 0.1
csv_out = "pareto", # "pareto", "all", or NULL (for none)
clusters = TRUE, # Set to TRUE to cluster similar models by ROAS. See ?robyn_clusters
export = create_files, # this will create files locally
plot_folder = robyn_directory, # path for plots exports and files creation
plot_pareto = create_files # Set to FALSE to deactivate plotting and saving model one-pagers
)
Running Pareto calculations for 15000 models on auto fronts...
Automatically selected 4 Pareto-fronts to contain at least 100 pareto-optimal models (125)
Calculating response curves for all models' media variables (875)...
Pareto-Front: 1 [34 models]
00:00:09 [=====================================================================] 100% | 34
Pareto-Front: 2 [31 models]
00:00:08 [=====================================================================] 100% | 31
Pareto-Front: 3 [33 models]
00:00:09 [=====================================================================] 100% | 33
Pareto-Front: 4 [27 models]
00:00:07 [=====================================================================] 100% | 27
Calculating clusters for model selection using Pareto fronts...
Couldn't automatically create clusters: Error: empty cluster: try a better set of initial centers
Error in UseMethod("mutate") :
no applicable method for 'mutate' applied to an object of class "NULL"
Error in select(clusterCollect$data, .data$solID, .data$cluster, .data$top_sol) :
object 'clusterCollect' not found
Describe issue
When trying to run robyn_run I am receiving the below error. Can you please assist?
Environment & Robyn version