diff --git a/M/MLJEnsembles/Compat.toml b/M/MLJEnsembles/Compat.toml
index cc3436376bff7e0..967432768f27ead 100644
--- a/M/MLJEnsembles/Compat.toml
+++ b/M/MLJEnsembles/Compat.toml
@@ -36,8 +36,11 @@ julia = "1.6.0-1"
 ["0.3-0.3.1"]
 MLJBase = "0.20"
 
-["0.3.2-0"]
+["0.3.2-0.3"]
 MLJBase = "0.20-0.21"
 
 ["0.3.3-0"]
 StatsBase = "0.32-0.34"
+
+["0.4-0"]
+StatisticalMeasuresBase = "0.1"
diff --git a/M/MLJEnsembles/Deps.toml b/M/MLJEnsembles/Deps.toml
index 15461546af27e65..990abe3b73334a4 100644
--- a/M/MLJEnsembles/Deps.toml
+++ b/M/MLJEnsembles/Deps.toml
@@ -3,7 +3,6 @@ CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
 ComputationalResources = "ed09eef8-17a6-5b46-8889-db040fac31e3"
 Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
-MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d"
 MLJModelInterface = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
 ProgressMeter = "92933f4c-e287-5a05-a399-4b506db050ca"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
@@ -12,6 +11,9 @@ StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 ["0-0.1.0"]
 ScientificTypes = "321657f4-b219-11e9-178b-2701a2544e81"
 
+["0-0.3"]
+MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d"
+
 ["0.1.1"]
 ScientificTypesBase = "30f210dd-8aff-4c5f-94ba-8e64358c1161"
 
@@ -21,3 +23,6 @@ ScientificTypes = "321657f4-b219-11e9-178b-2701a2544e81"
 ["0.2-0"]
 CategoricalDistributions = "af321ab8-2d2e-40a6-b165-3d674595d28e"
 ScientificTypesBase = "30f210dd-8aff-4c5f-94ba-8e64358c1161"
+
+["0.4-0"]
+StatisticalMeasuresBase = "c062fc1d-0d66-479b-b6ac-8b44719de4cc"
diff --git a/M/MLJEnsembles/Versions.toml b/M/MLJEnsembles/Versions.toml
index c20faa8b440ce2f..840d32744f7b932 100644
--- a/M/MLJEnsembles/Versions.toml
+++ b/M/MLJEnsembles/Versions.toml
@@ -21,3 +21,6 @@ git-tree-sha1 = "bb8a1056b1d8b40f2f27167fc3ef6412a6719fbf"
 
 ["0.3.3"]
 git-tree-sha1 = "95b306ef8108067d26dfde9ff3457d59911cc0d6"
+
+["0.4.0"]
+git-tree-sha1 = "94403b2c8f692011df6731913376e0e37f6c0fe9"