diff --git a/M/MLJEnsembles/Compat.toml b/M/MLJEnsembles/Compat.toml
index 967432768f27ead..fe5f679a6a4697f 100644
--- a/M/MLJEnsembles/Compat.toml
+++ b/M/MLJEnsembles/Compat.toml
@@ -2,7 +2,6 @@
 CategoricalArrays = "0.8-0.10"
 ComputationalResources = "0.3"
 Distributions = "0.21-0.25"
-MLJModelInterface = ["0.4.1-0.4", "1.1.0-1"]
 ProgressMeter = "1.1.0-1"
 
 ["0-0.1"]
@@ -17,6 +16,9 @@ julia = "1.1.0-1"
 ["0-0.3.2"]
 StatsBase = "0.32-0.33"
 
+["0-0.4.2"]
+MLJModelInterface = ["0.4.1-0.4", "1.1.0-1"]
+
 ["0.1.1"]
 ScientificTypesBase = "1"
 
@@ -44,3 +46,6 @@ StatsBase = "0.32-0.34"
 
 ["0.4-0"]
 StatisticalMeasuresBase = "0.1"
+
+["0.4.3-0"]
+MLJModelInterface = "1.10.0-1"
diff --git a/M/MLJEnsembles/Versions.toml b/M/MLJEnsembles/Versions.toml
index 6e393e2dc485e15..869788a4e94b2ed 100644
--- a/M/MLJEnsembles/Versions.toml
+++ b/M/MLJEnsembles/Versions.toml
@@ -30,3 +30,6 @@ git-tree-sha1 = "456d99c46a9eab977308122c829c52dfa1677c03"
 
 ["0.4.2"]
 git-tree-sha1 = "d3dd87194ec96892bb243b65225a462c7ab16e66"
+
+["0.4.3"]
+git-tree-sha1 = "84a5be55a364bb6b6dc7780bbd64317ebdd3ad1e"