build_process_variable_df_list

A dataframe consisting of deployment data.

dataframe

The grain column (values, not just the name) of 
the deployment data.

grain_column_values

A list indexed by the modifiable 
process variables and containing the factor levels of each such variable.

modifiable_variable_levels

A function with which to make new predictions on the
data.

predict_function

A boolean indicating whether the goal is to
increase or decrease the predictions/predicted probabilities.

smaller_better

Builds a list consisting of one dataframe per row in
<code>dataframe</code> which shows how the predictions for that row change as
each of the mofifiable variables are altered

internal

A machine learning toolbox tailored to healthcare data.
Aids in data cleaning, model development, hyperparameter tuning, and model
deployment in a production 'SQL' environment. Algorithms currently supported
are Lasso, Random Forest, Extreme Gradient Boosting, K-means clustering, and Linear Mixed Modeling.

build_process_variable_df_list: Build a list of dataframes with new predictions for each modifiable variable.

Description

Usage

Arguments

Value