Builds a list consisting of one dataframe per row in
dataframe
which shows how the predictions for that row change as
each of the mofifiable variables are altered
build_process_variable_df_list(dataframe, grain_column_values, modifiable_variable_levels, predict_function, smaller_better)
dataframe | A dataframe consisting of deployment data. |
---|---|
grain_column_values | The grain column (values, not just the name) of the deployment data. |
modifiable_variable_levels | A list indexed by the modifiable process variables and containing the factor levels of each such variable. |
predict_function | A function with which to make new predictions on the data. |
smaller_better | A boolean indicating whether the goal is to increase or decrease the predictions/predicted probabilities. |
A list of dataframes.