ASM regimen prediction on Ugandan Epilepsy Cohort A Polytherapy Visit 1
35.8EM@3Naive Bayes
Evaluation results
| Method | Links | |
|---|---|---|
| Naive BayesCategory=Classical methods2026.06 | 35.8 | |
| XGBoostCategory=Classical methods2026.06 | 33.6 | |
| MANANA-MultiCategory=Prompt optimization2026.06 | 30.8 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 25.3 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 24.5 | |
| TextGradCategory=Prompt optimization2026.06 | 21.9 | |
| ExpeLCategory=Prompt optimization2026.06 | 18.9 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 14.5 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 10.1 |