diff --git a/R/predict_surrogate.R b/R/predict_surrogate.R
index b7a0b8f..393710f 100644
--- a/R/predict_surrogate.R
+++ b/R/predict_surrogate.R
@@ -73,9 +73,13 @@ predict_surrogate_lime <- function(explainer, new_observation, n_features = 4, n
 
   # https://github.com/ModelOriented/DALEXtra/issues/73
   new_observation <- new_observation[, intersect(colnames(explainer$data), colnames(new_observation))]
+  should_bin_continuous <- ifelse(!is.null(explainer$bin_continuous), explainer$bin_continuous, TRUE)
   
-  lime_model <- lime::lime(x = explainer$data[, colnames(new_observation)],
-                        model = explainer)
+  lime_model <- lime::lime(
+    x = explainer$data[, colnames(new_observation)],
+    model = explainer,
+    bin_continuous = should_bin_continuous
+  )
 
   lime_expl <- lime::explain(x = new_observation,
                              explainer = lime_model,