diff --git a/R/orsf_vint.R b/R/orsf_vint.R
index e3c6bf75..f377dfd3 100644
--- a/R/orsf_vint.R
+++ b/R/orsf_vint.R
@@ -97,7 +97,17 @@ orsf_vint <- function(object,
 
  pd$id_intr <- paste(pd$var_1_name, pd$var_2_name, sep = sep)
 
- pd_split <- split(pd, pd$id_intr)
+ if(object$tree_type == 'classification'){
+  pd[, mean := log(mean+0.01)]
+  pd[, class := paste0(class, "._aorsf.split_")]
+ }
+
+ split_vars <- switch(object$tree_type,
+                      "survival" = "id_intr",
+                      "classification" = c("class", "id_intr"),
+                      "regression" = "id_intr")
+
+ pd_split <- split(pd, by = split_vars)
 
  # for cran
  . <- score <- var_1_value <- var_2_value <- NULL
@@ -120,6 +130,20 @@ orsf_vint <- function(object,
  out <- data.table(interaction = names(pd_scores),
                    score = as.numeric(pd_scores))
 
+ if(object$tree_type == 'classification'){
+
+  out[, class := tstrsplit(interaction,
+                           "\\.\\_aorsf\\.split\\_\\.",
+                           keep = 1L)]
+
+  out[, interaction := tstrsplit(interaction,
+                                 "\\.\\_aorsf\\.split\\_\\.",
+                                 keep = 2L)]
+
+  out <- out[, .(score = mean(score)), by = c('interaction')]
+
+ }
+
  out[order(-score)]
 
 }