diff --git a/doc/modules/classes.rst b/doc/modules/classes.rst
index 16de4c337ed..4454135eb5c 100644
--- a/doc/modules/classes.rst
+++ b/doc/modules/classes.rst
@@ -1166,6 +1166,7 @@ Estimators
    svm.LinearSVC
    svm.NuSVC
    svm.SVR
+   svm.LinearSVR
    svm.NuSVR
    svm.OneClassSVM