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Description
Describe the bug
best_params_ does not match top rank_test_scores incv_results_.
Steps/Code to Reproduce
Please see https://stackoverflow.com/q/74408418/4996152
Expected Results
Expect best params to be top ranked result.
Actual Results
The output of best_params_ is not within the top 4 rank_test_scores incv_results_.
Versions
System:
python: 3.7.15 (default, Oct 12 2022, 19:14:55) [GCC 7.5.0]
executable: /usr/bin/python3
machine: Linux-5.10.133+-x86_64-with-Ubuntu-18.04-bionic
Python dependencies:
pip: 21.1.3
setuptools: 57.4.0
sklearn: 1.0.2
numpy: 1.21.6
scipy: 1.7.3
Cython: 0.29.32
pandas: 1.3.5
matplotlib: 3.2.2
joblib: 1.2.0
threadpoolctl: 3.1.0
Built with OpenMP: True