nomogram_shaps3: Nomogram SHAP values using categorical predictors and...

nomogram_shaps3R Documentation

Nomogram SHAP values using categorical predictors and numerical outcome

Description

An example of a data frame for feature_exp argument in create_nomogram function, must only include feature explainability value per sample (i.e., SHAP value), where one column is available for each feature.

Usage

nomogram_shaps3

Format

A data frame with 16 rows and 4 columns:

cyl.6

A predictor with SHAP values.

cyl.8

A predictor with SHAP values.

qsec.1

A predictor with SHAP values.

vs.1

A predictor with SHAP values.

Source

Computed by iml from a caret randomforest model using categorical predictors for examples in this package.


rmlnomogram documentation built on April 4, 2025, 5:45 a.m.