Construct Explainable Nomogram for a Machine Learning Model

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Documentation for package ‘rmlnomogram’ version 0.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

create_nomogram	Construct nomogram for a machine learning model
nomogram_features	Nomogram features using categorical predictors
nomogram_features2	Nomogram features using categorical and 1 numerical predictors
nomogram_features3	Nomogram features using categorical predictors
nomogram_features4	Nomogram features using categorical and 1 numerical predictors
nomogram_outputs	Nomogram outputs using the predicted probability of binary outcome
nomogram_outputs2	Nomogram outputs using the predicted probability of binary outcome
nomogram_outputs3	Nomogram outputs using the estimated value of numerical outcome
nomogram_outputs4	Nomogram outputs using the estimated value of numerical outcome
nomogram_shaps	Nomogram SHAP values using categorical predictors and binary outcome
nomogram_shaps2	Nomogram SHAP values using categorical and 1 numerical predictors and binary outcome
nomogram_shaps3	Nomogram SHAP values using categorical predictors and numerical outcome
nomogram_shaps4	Nomogram SHAP values using categorical and 1 numerical predictors and numerical outcome