diff --git a/R-package/DESCRIPTION b/R-package/DESCRIPTION
index e9d566f2d..058317282 100644
--- a/R-package/DESCRIPTION
+++ b/R-package/DESCRIPTION
@@ -29,7 +29,7 @@ Suggests:
     testthat,
     igraph (>= 1.0.1)
 Depends:
-    R (>= 2.10)
+    R (>= 2.15.1)
 Imports:
     Matrix (>= 1.1-0),
     methods,
diff --git a/R-package/NAMESPACE b/R-package/NAMESPACE
index f647e9b5c..4182179ad 100644
--- a/R-package/NAMESPACE
+++ b/R-package/NAMESPACE
@@ -54,17 +54,24 @@ importFrom(Matrix,sparseVector)
 importFrom(data.table,":=")
 importFrom(data.table,as.data.table)
 importFrom(data.table,data.table)
+importFrom(data.table,is.data.table)
 importFrom(data.table,rbindlist)
 importFrom(data.table,setkey)
 importFrom(data.table,setkeyv)
 importFrom(data.table,setnames)
+importFrom(graphics,barplot)
+importFrom(graphics,grid)
+importFrom(graphics,par)
+importFrom(graphics,title)
 importFrom(magrittr,"%>%")
+importFrom(stats,median)
 importFrom(stats,predict)
 importFrom(stringi,stri_detect_regex)
 importFrom(stringi,stri_match_first_regex)
 importFrom(stringi,stri_replace_all_regex)
 importFrom(stringi,stri_replace_first_regex)
 importFrom(stringi,stri_split_regex)
+importFrom(utils,head)
 importFrom(utils,object.size)
 importFrom(utils,str)
 importFrom(utils,tail)
diff --git a/R-package/R/xgb.ggplot.R b/R-package/R/xgb.ggplot.R
index cc7403fe1..073e56777 100644
--- a/R-package/R/xgb.ggplot.R
+++ b/R-package/R/xgb.ggplot.R
@@ -131,5 +131,5 @@ multiplot <- function(..., cols = 1) {
 
 globalVariables(c(
   "Cluster", "ggplot", "aes", "geom_bar", "coord_flip", "xlab", "ylab", "ggtitle", "theme",
-  "element_blank", "element_text"
+  "element_blank", "element_text", "V1", "Weight"
 ))
diff --git a/R-package/R/xgb.plot.deepness.R b/R-package/R/xgb.plot.deepness.R
index c47c15f69..02b4ff3c2 100644
--- a/R-package/R/xgb.plot.deepness.R
+++ b/R-package/R/xgb.plot.deepness.R
@@ -144,6 +144,6 @@ get.leaf.depth <- function(dt_tree) {
 # They are mainly column names inferred by Data.table...
 globalVariables(
   c(
-    ".N", "N", "Depth", "Quality", "Cover", "Tree", "ID", "Yes", "No", "Feature"
+    ".N", "N", "Depth", "Quality", "Cover", "Tree", "ID", "Yes", "No", "Feature", "Leaf", "Weight"
   )
 )
diff --git a/R-package/R/xgboost.R b/R-package/R/xgboost.R
index d6a6eada0..b7ce3d526 100644
--- a/R-package/R/xgboost.R
+++ b/R-package/R/xgboost.R
@@ -84,6 +84,7 @@ NULL
 #' @importFrom Matrix sparse.model.matrix
 #' @importFrom Matrix sparseVector
 #' @importFrom data.table data.table
+#' @importFrom data.table is.data.table
 #' @importFrom data.table as.data.table
 #' @importFrom data.table :=
 #' @importFrom data.table rbindlist
@@ -98,6 +99,12 @@ NULL
 #' @importFrom stringi stri_split_regex
 #' @importFrom utils object.size str tail
 #' @importFrom stats predict
+#' @importFrom stats median
+#' @importFrom utils head
+#' @importFrom graphics barplot
+#' @importFrom graphics grid
+#' @importFrom graphics par
+#' @importFrom graphics title
 #' 
 #' @import methods
 #' @useDynLib xgboost