Summarizes outForest

Summary method for an object of class "outForest". Besides the number of outliers per variables, it also shows the worst outliers.

# S3 method for class 'outForest'
summary(object, ...)

Arguments

object

A on object of class "outForest".

...

Further arguments passed from other methods.

Value

A list of summary statistics.

Examples

out <- outForest(iris, seed = 34, verbose = 0)
summary(out)
#> The following outlier counts have been detected:
#> 
#>              Number of outliers
#> Sepal.Length                  1
#> Sepal.Width                   1
#> Petal.Length                  1
#> Petal.Width                   2
#> 
#> These are the worst outliers:
#> 
#>   row          col observed predicted      rmse     score threshold replacement
#> 2  42  Sepal.Width      2.3  3.333573 0.2903633 -3.559586         3         3.1
#> 3 119 Petal.Length      6.9  5.871250 0.3022461  3.403685         3         5.9
#> 1 107 Sepal.Length      4.9  6.145542 0.3711567 -3.355837         3         6.5
#> 4 115  Petal.Width      2.4  1.799959 0.1810755  3.313762         3         1.8
#> 5 135  Petal.Width      1.4  1.947195 0.1810755 -3.021915         3         2.3