Description Usage Arguments Value
View source: R/calculate_base_variables_importance.R
Calculate base variables importance for each model
1 2 3 4 5 | calculate_base_variables_importance(
importance_frame,
weights = NULL,
base_columns = c("model_variable", "base_variable", "model_id")
)
|
importance_frame |
- dataframe with columns: model variable name, base variable name, model id, class, and the rest of the columns concern the impact of the variables |
weights |
- weights for importance of variables in each model (default: NULL, equal) |
base_columns |
- names for first four columns (default: c("model_variable", "base_variable", "model_id")) |
divide_by_number |
- boolean, do you want to divide impact by number of base variables |
dataframe with columns: variable (base variable), impact (calculated based on several models specified in mdoel_ids), model_id
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