diff --git a/docs/source/handlers.rst b/docs/source/handlers.rst
index 270083f717..49c84dab28 100644
--- a/docs/source/handlers.rst
+++ b/docs/source/handlers.rst
@@ -53,6 +53,12 @@ ROC AUC metrics handler
     :members:
 
 
+Average Precision metric handler
+--------------------------------
+.. autoclass:: AveragePrecision
+    :members:
+
+
 Confusion matrix metrics handler
 --------------------------------
 .. autoclass:: ConfusionMatrix
diff --git a/docs/source/metrics.rst b/docs/source/metrics.rst
index 616f0fe385..16593a7d0a 100644
--- a/docs/source/metrics.rst
+++ b/docs/source/metrics.rst
@@ -80,6 +80,13 @@ Metrics
 .. autoclass:: ROCAUCMetric
     :members:
 
+`Average Precision`
+--------------------------
+.. autofunction:: compute_average_precision
+
+.. autoclass:: AveragePrecisionMetric
+    :members:
+
 `Confusion matrix`
 ------------------
 .. autofunction:: get_confusion_matrix