This implies to use colnames(x) to get the column names of the SHAP and feature matrix (and optional SHAP interaction values).

# S3 method for shapviz
dimnames(x)

Arguments

x

An object of class "shapviz".

Value

Dimnames of the SHAP matrix.

See also

Examples

S <- matrix(c(1, -1, -1, 1), ncol = 2, dimnames = list(NULL, c("x", "y")))
X <- data.frame(x = c("a", "b"), y = c(100, 10))
x <- shapviz(S, X, baseline = 4)
dimnames(x)
#> [[1]]
#> NULL
#> 
#> [[2]]
#> [1] "x" "y"
#> 
colnames(x)
#> [1] "x" "y"