R: SHAP importance bar plot

plot_shap_bar {nestedcv}

R Documentation

SHAP importance bar plot

SHAP importance bar plot

plot_shap_bar(
  shap,
  x,
  sort = TRUE,
  labels = c("Negative", "Positive"),
  top = NULL
)

`shap`	a matrix of SHAP values
`x`	a matrix or dataframe of feature values containing only features values from the training data. The rows must match rows in `shap`. If a dataframe is supplied it is converted to a numeric matrix using `data.matrix()`.
`sort`	Logical whether to sort predictors by mean absolute SHAP value
`labels`	Character vector of labels for directionality
`top`	Sets a limit on the number of variables plotted or `NULL` to plot all variables. If `top` is set then variables are sorted and `sort` is overrode.

A ggplot2 plot

[Package nestedcv version 0.7.9 Index]