2025-04-30 01:20
IndustryPractical Hyperparameter Tuning Workflow for Forex
#CurrencyPairPrediction
Practical Hyperparameter Tuning Workflow for Forex AI
1. Start with a small baseline model.
2. Use random search or Bayesian optimization over key hyperparameters.
3. Use time-based cross-validation (not random splits).
4. Optimize for realistic metrics (e.g., profitability, risk-adjusted return).
5. Retrain the best model on full historical data.
6. Backtest extensively before going live.
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Practical Hyperparameter Tuning Workflow for Forex
Malaysia | 2025-04-30 01:20#CurrencyPairPrediction
Practical Hyperparameter Tuning Workflow for Forex AI
1. Start with a small baseline model.
2. Use random search or Bayesian optimization over key hyperparameters.
3. Use time-based cross-validation (not random splits).
4. Optimize for realistic metrics (e.g., profitability, risk-adjusted return).
5. Retrain the best model on full historical data.
6. Backtest extensively before going live.
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