diff --git a/felimination/rfe.py b/felimination/rfe.py
index 12e36f3..7228cdf 100644
--- a/felimination/rfe.py
+++ b/felimination/rfe.py
@@ -67,8 +67,8 @@ def _train_score_get_importance(
     X_train, y_train = _safe_split(estimator, X, y, train)
     X_test, y_test = _safe_split(estimator, X, y, test, train)
     estimator = estimator.fit(X_train, y_train)
-    train_score = _score(estimator, X_train, y_train, scorer)
-    test_score = _score(estimator, X_test, y_test, scorer)
+    train_score = _score(estimator, X_train, y_train, scorer, score_params=None)
+    test_score = _score(estimator, X_test, y_test, scorer, score_params=None)
     importances = _get_feature_importances(
         estimator, importance_getter, X=X_test, y=y_test
     )
diff --git a/pyproject.toml b/pyproject.toml
index 6f6925b..761cbc0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "felimination"
 description = "This library contains some useful scikit-learn compatible classes for feature selection."
-version = "0.2.2"
+version = "0.2.3"
 keywords = ["feature selection", "scikit-learn", "machine learning"]
 authors = [
     { name = "Claudio Salvatore Arcidiacono", email = "author@email.com" }
@@ -15,7 +15,7 @@ classifiers = [
 ]
 
 dependencies = [
-    "scikit-learn>=1.0.1,<2.0.0",
+    "scikit-learn>=1.4.0,<2.0.0",
     "pandas>=1.1.1,<3.0.0",
     "seaborn>=0.11.1,<1.0.0",
 ]
diff --git a/requirements.txt b/requirements.txt
index 0aa4515..f8d1e0f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,40 +1,40 @@
-black==23.3.0
-cfgv==3.3.1
-click==8.1.3
-contourpy==1.1.0
-cycler==0.11.0
-distlib==0.3.6
-filelock==3.12.2
-flake8==6.0.0
+black==24.4.2
+cfgv==3.4.0
+click==8.1.7
+contourpy==1.2.1
+cycler==0.12.1
+distlib==0.3.8
+filelock==3.14.0
+flake8==7.0.0
 Flake8-pyproject==1.2.3
-fonttools==4.40.0
-identify==2.5.24
+fonttools==4.52.4
+identify==2.5.36
 iniconfig==2.0.0
-joblib==1.3.1
-kiwisolver==1.4.4
-matplotlib==3.7.1
+joblib==1.4.2
+kiwisolver==1.4.5
+matplotlib==3.9.0
 mccabe==0.7.0
 mypy-extensions==1.0.0
 nodeenv==1.8.0
-numpy==1.25.0
-packaging==23.1
-pandas==2.0.3
-pathspec==0.11.1
-Pillow==10.0.0
-platformdirs==3.8.0
-pluggy==1.2.0
-pre-commit==3.3.3
-pycodestyle==2.10.0
-pyflakes==3.0.1
-pyparsing==3.1.0
-pytest==7.4.0
-python-dateutil==2.8.2
-pytz==2023.3
-PyYAML==6.0
-scikit-learn==1.3.0
-scipy==1.11.1
-seaborn==0.12.2
+numpy==1.26.4
+packaging==24.0
+pandas==2.2.2
+pathspec==0.12.1
+pillow==10.3.0
+platformdirs==4.2.2
+pluggy==1.5.0
+pre-commit==3.7.1
+pycodestyle==2.11.1
+pyflakes==3.2.0
+pyparsing==3.1.2
+pytest==8.2.1
+python-dateutil==2.9.0.post0
+pytz==2024.1
+PyYAML==6.0.1
+scikit-learn==1.5.0
+scipy==1.13.1
+seaborn==0.13.2
 six==1.16.0
-threadpoolctl==3.1.0
-tzdata==2023.3
-virtualenv==20.23.1
+threadpoolctl==3.5.0
+tzdata==2024.1
+virtualenv==20.26.2