nomogram_shaps4 {rmlnomogram}R Documentation

Nomogram SHAP values using categorical and 1 numerical 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_shaps4

Format

A data frame with 80 rows and 4 columns:

cyl.6

A predictor with SHAP values.

cyl.8

A predictor with SHAP values.

qsec

A predictor with SHAP values.

vs.1

A predictor with SHAP values.

Source

Computed by iml from a caret randomforest model using categorical and 1 numerical predictors for examples in this package.


[Package rmlnomogram version 0.1.2 Index]