diff --git a/Project.toml b/Project.toml
index 0ae8b54..a512977 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "FeatureSelection"
 uuid = "33837fe5-dbff-4c9e-8c2f-c5612fe2b8b6"
-authors = ["Anthony D. Blaom <anthony.blaom@gmail.com>", "Samuel Okon <okonsamuel50@gmail.com"]
 version = "0.2.4"
+authors = ["Anthony D. Blaom <anthony.blaom@gmail.com>", "Samuel Okon <okonsamuel50@gmail.com"]
 
 [deps]
 MLJModelInterface = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
@@ -11,38 +11,28 @@ Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
 [compat]
 Aqua = "0.8"
 Distributions = "0.25"
-julia = "1.10"
 MLJBase = "1.4"
-MLJTuning = "0.8"
 MLJDecisionTreeInterface = "0.4"
-MLJScikitLearnInterface = "0.6"
 MLJModelInterface = "1.10"
+MLJScikitLearnInterface = "0.6, 0.7"
+MLJTuning = "0.8"
 ScientificTypesBase = "3"
 StableRNGs = "1"
 StatisticalMeasures = "0.1, 0.2, 0.3"
 Tables = "1.2"
 Test = "1.6"
+julia = "1.10"
 
 [extras]
 Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d"
-MLJTuning = "03970b2e-30c4-11ea-3135-d1576263f10f"
 MLJDecisionTreeInterface = "c6f25543-311c-4c74-83dc-3ea6d1015661"
 MLJScikitLearnInterface = "5ae90465-5518-4432-b9d2-8a1def2f0cab"
+MLJTuning = "03970b2e-30c4-11ea-3135-d1576263f10f"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 StatisticalMeasures = "a19d573c-0a75-4610-95b3-7071388c7541"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [targets]
-test = [
-    "Aqua",
-    "Distributions",
-    "MLJBase",
-    "MLJTuning",
-    "MLJDecisionTreeInterface",
-    "MLJScikitLearnInterface",
-    "StableRNGs", 
-    "StatisticalMeasures",
-    "Test"
-]
+test = ["Aqua", "Distributions", "MLJBase", "MLJTuning", "MLJDecisionTreeInterface", "MLJScikitLearnInterface", "StableRNGs", "StatisticalMeasures", "Test"]