Describe the bug

While running feature selection, I get the following warnings:
.../lib/python3.12/site-packages/sklearn/utils/extmath.py:203: RuntimeWarning: divide by zero encountered in matmul
ret = a @ b
.../lib/python3.12/site-packages/sklearn/utils/extmath.py:203: RuntimeWarning: overflow encountered in matmul
ret = a @ b
.../lib/python3.12/site-packages/sklearn/utils/extmath.py:203: RuntimeWarning: invalid value encountered in matmul
ret = a @ b

Steps/Code to Reproduce

from sklearn.datasets import make_friedman1
from sklearn.feature_selection import RFECV
from sklearn.svm import SVR
X, y = make_friedman1(n_samples=500, n_features=100, random_state=0)
estimator = SVR(kernel="linear")
selector = RFECV(estimator, step=1, cv=5)
selector = selector.fit(X, y)
print(selector.support_)

Expected Results

[ True True False True True False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False]

Actual Results

.../lib/python3.12/site-packages/sklearn/utils/extmath.py:203: RuntimeWarning: divide by zero encountered in matmul
ret = a @ b
.../lib/python3.12/site-packages/sklearn/utils/extmath.py:203: RuntimeWarning: overflow encountered in matmul
ret = a @ b
.../lib/python3.12/site-packages/sklearn/utils/extmath.py:203: RuntimeWarning: invalid value encountered in matmul
ret = a @ b
...
[ True True False True True False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False False False False False False False False False
False False False False]

Versions

System:
    python: 3.12.8 (v3.12.8:2dc476bcb91, Dec  3 2024, 14:43:19) [Clang 13.0.0 (clang-1300.0.29.30)]
executable: /Users/******/PyEnvs/JAN2025/bin/python
   machine: macOS-15.5-arm64-arm-64bit

Python dependencies:
      sklearn: 1.6.1
          pip: 25.1.1
   setuptools: 75.8.0
        numpy: 2.2.5
        scipy: 1.15.0
       Cython: None
       pandas: 2.2.3
   matplotlib: 3.10.0
       joblib: 1.4.2
threadpoolctl: 3.5.0

Built with OpenMP: True

threadpoolctl info:
       user_api: openmp
   internal_api: openmp
    num_threads: 10
         prefix: libomp
       filepath: /Users/******/PyEnvs/JAN2025/lib/python3.12/site-packages/sklearn/.dylibs/libomp.dylib
        version: None