Print Covariate Drift Data Frame

Print Covariate Drift Data Frame

# S3 method for covariate_drift
print(x, max_length = 25, ...)

Arguments

x

an object of the class `covariate_drift`
max_length

length of the first column, by default 25
...

other arguments, currently ignored

Value

this function prints a data frame with a nicer format

Examples

library("DALEX")
# here we do not have any drift
d <- calculate_covariate_drift(apartments, apartments_test)
d
#>                   Variable  Shift
#>   -------------------------------------
#>                   m2.price    4.9  
#>          construction.year    6.0  
#>                    surface    6.8  
#>                      floor    4.9  
#>                   no.rooms    2.8  
#>                   district    2.8  
# here we do have drift
d <- calculate_covariate_drift(dragons, dragons_test)
d
#>                   Variable  Shift
#>   -------------------------------------
#>              year_of_birth    8.9  
#>                     height   15.3  .
#>                     weight   14.7  .
#>                      scars    4.6  
#>                     colour   17.9  .
#>          year_of_discovery   97.5  ***
#>       number_of_lost_teeth    6.3  
#>                life_length    8.6