🗺️ Hyperparameter Impact Surface

🌡️ Temperature Effect on Performance

⚖️ Alpha Effect on Performance

{% if report_data.hyperparameter_analysis.optimal_ranges %}

✅ Optimal Hyperparameter Ranges

Temperature

Optimal Range: {{ "%.2f" | format(report_data.hyperparameter_analysis.optimal_ranges.temperature.min) }} - {{ "%.2f" | format(report_data.hyperparameter_analysis.optimal_ranges.temperature.max) }}

Best Value: {{ "%.2f" | format(report_data.hyperparameter_analysis.temperature_impact.best) }}

Mean in Range: {{ "%.2f" | format(report_data.hyperparameter_analysis.optimal_ranges.temperature.mean) }}

Alpha

Optimal Range: {{ "%.2f" | format(report_data.hyperparameter_analysis.optimal_ranges.alpha.min) }} - {{ "%.2f" | format(report_data.hyperparameter_analysis.optimal_ranges.alpha.max) }}

Best Value: {{ "%.2f" | format(report_data.hyperparameter_analysis.alpha_impact.best) }}

Mean in Range: {{ "%.2f" | format(report_data.hyperparameter_analysis.optimal_ranges.alpha.mean) }}

{% endif %}