Table 5 Performance comparison of hyperparameter optimization methods for stage 2 style Classification.
From: A novel model for cultural-based classification of liberal arts using deep reinforcement learning
Optimization method | Accuracy (%) | Precision | Recall | F-Measure |
|---|---|---|---|---|
LABHO (200) | 88.6549 | 0.8240 | 0.8866 | 0.8439 |
Grid Search (200) | 78.5015 | 0.7161 | 0.7912 | 0.7347 |
Random Search (200) | 79.0973 | 0.7198 | 0.7872 | 0.7383 |
Bayes Opt (200) | 80.5015 | 0.7346 | 0.8058 | 0.7523 |
