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. 2025 Feb 21;11:e2698. doi: 10.7717/peerj-cs.2698

Table 5. Comparison of genetic algorithms and grid search for hyperparameter optimization.

Optimization method Accuracy (%) Precision (%) Recall (%) F1-score (%) Optimization time (hrs)
Grid search 92.3 91.0 91.8 91.4 15
Genetic algorithm (GA) 96.2 94.0 95.3 94.6 6