Summarizes "shapviz" Object
# S3 method for shapviz
summary(object, n = 2L, ...)An object of class "shapviz".
Maximum number of rows of SHAP values and feature values to show.
Further arguments passed from other methods.
Invisibly, the input is returned.
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))
object <- shapviz(S, X, baseline = 4)
summary(object)
#> 'shapviz' object representing
#> - SHAP matrix of dimension 2 x 2
#> - feature data.frame of dimension 2 x 2
#> - baseline value of 4
#>
#> SHAP values of first 2 observations:
#> x y
#> [1,] 1 -1
#> [2,] -1 1
#>
#> Corresponding feature values:
#> x y
#> 1 a 100
#> 2 b 10
#>