diff --git a/docs/ml-classification-regression.md b/docs/ml-classification-regression.md
index 43cc79b9c081..575959307a3a 100644
--- a/docs/ml-classification-regression.md
+++ b/docs/ml-classification-regression.md
@@ -389,6 +389,14 @@ Refer to the [Python API docs](api/python/pyspark.ml.html#pyspark.ml.classificat
 
 {% include_example python/ml/naive_bayes_example.py %}
 </div>
+
+<div data-lang="r" markdown="1">
+
+Refer to the [R API docs](api/R/spark.naiveBayes.html) for more details.
+
+{% include_example naiveBayes r/ml.R %}
+</div>
+
 </div>
 
 
@@ -566,6 +574,13 @@ Refer to the [Python API docs](api/python/pyspark.ml.html#pyspark.ml.regression.
 {% include_example python/ml/generalized_linear_regression_example.py %}
 </div>
 
+<div data-lang="r" markdown="1">
+
+Refer to the [R API docs](api/R/spark.glm.html) for more details.
+
+{% include_example glm r/ml.R %}
+</div>
+
 </div>
 
 
@@ -755,6 +770,13 @@ Refer to the [Python API docs](api/python/pyspark.ml.html#pyspark.ml.regression.
 {% include_example python/ml/aft_survival_regression.py %}
 </div>
 
+<div data-lang="r" markdown="1">
+
+Refer to the [R API docs](api/R/spark.survreg.html) for more details.
+
+{% include_example survreg r/ml.R %}
+</div>
+
 </div>
 
 
diff --git a/docs/ml-clustering.md b/docs/ml-clustering.md
index eedacb12bc46..da23442555aa 100644
--- a/docs/ml-clustering.md
+++ b/docs/ml-clustering.md
@@ -86,6 +86,14 @@ Refer to the [Python API docs](api/python/pyspark.ml.html#pyspark.ml.clustering.
 
 {% include_example python/ml/kmeans_example.py %}
 </div>
+
+<div data-lang="r" markdown="1">
+
+Refer to the [R API docs](api/R/spark.kmeans.html) for more details.
+
+{% include_example kmeans r/ml.R %}
+</div>
+
 </div>
 
 ## Latent Dirichlet allocation (LDA)