Construct Explainable Nomogram for a Machine Learning Model


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Documentation for package ‘rmlnomogram’ version 0.1.2

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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