[plot CP] auto change the color parameter to '_label_' with multiple models (more than 1 unique label)

[hbaniecki]

from: https://github.com/ModelOriented/DALEX/issues/236

[pbiecek]

tested with

library("DALEX")
library("ingredients")
library("randomForest")

model_titanic_rf <- randomForest(survived ~ gender + age + fare,
                        data = na.omit(titanic_imputed))
explain_titanic_rf <- explain(model_titanic_rf,
                              data = titanic_imputed[,-8],
                              y = titanic_imputed[,8],
                              verbose = FALSE)
model_titanic_glm <- glm(survived ~ gender + age + fare,
                         data = titanic_imputed, family = "binomial")

explain_titanic_glm <- explain(model_titanic_glm,
                               data = titanic_imputed[,-8],
                               y = titanic_imputed[,8],
                               verbose = FALSE)

cp1 <- ceteris_paribus(explain_titanic_rf, titanic_imputed[c(1,100),])
cp2 <- ceteris_paribus(explain_titanic_glm, titanic_imputed[c(1,100),])
plot(cp1, cp2)
plot(cp1)

[hbaniecki]

Thanks