Memory limit constraints for n_jobs parallelization in GridSearchCV
The n_jobs parameter in estimators like GridSearchCV and RandomForestClassifier uses the joblib backend to distribute tasks across CPU cores. Scikit-learn attempts to use memory mapping for large arrays to reduce duplication, but effectiveness depends on data format and process creation method. In resource-constrained settings, n_jobs=-1 can increase memory
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