diff --git a/docs/sparkr.md b/docs/sparkr.md
index c85cfd45c4567b1caf5acfcc466a617ea2b0a010..16b1ef6512420a13fec5f343f9f84cfe8b9c0c5e 100644
--- a/docs/sparkr.md
+++ b/docs/sparkr.md
@@ -497,6 +497,7 @@ SparkR supports the following machine learning algorithms currently:
 
 #### Clustering
 
+* [`spark.bisectingKmeans`](api/R/spark.bisectingKmeans.html): [`Bisecting k-means`](ml-clustering.html#bisecting-k-means)
 * [`spark.gaussianMixture`](api/R/spark.gaussianMixture.html): [`Gaussian Mixture Model (GMM)`](ml-clustering.html#gaussian-mixture-model-gmm)
 * [`spark.kmeans`](api/R/spark.kmeans.html): [`K-Means`](ml-clustering.html#k-means)
 * [`spark.lda`](api/R/spark.lda.html): [`Latent Dirichlet Allocation (LDA)`](ml-clustering.html#latent-dirichlet-allocation-lda)