Rowbinds two "shapviz" Objects

Rowbinds two "shapviz" objects using +.

# S3 method for class 'shapviz'
e1 + e2

# S3 method for class 'mshapviz'
e1 + e2

Arguments

e1

The first object of class "shapviz".

e2

The second object of class "shapviz".

Value

A new object of class "shapviz".

See also

shapviz(), rbind.shapviz()

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))
s1 <- shapviz(S, X, baseline = 4)[1]
s2 <- shapviz(S, X, baseline = 4)[2]
s <- s1 + s2
s
#> 'shapviz' object representing 2 x 2 SHAP matrix. Top lines:
#> 
#>       x  y
#> [1,]  1 -1
#> [2,] -1  1
# mshapviz
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))
s1 <- shapviz(S, X, baseline = 4)[1L]
s2 <- shapviz(S, X, baseline = 4)[2L]
s <- mshapviz(c(shp1 = s1, shp2 = s2))
s + s
#> 'mshapviz' object representing 2 'shapviz' objects:
#>    'shp1': 2 x 2 SHAP matrix
#>    'shp2': 2 x 2 SHAP matrix