Malaysia
2025-04-29 05:15
IndustryChallenges
#CurrencyPairPrediction
Challenges
• Overfitting: Too many features can cause the model to fit noise.
• Non-stationarity: Forex regimes change — features useful today might fail tomorrow.
• Feature Leakage: Be careful not to include future data inadvertently.
• Latency: In real-time systems, heavy feature computation can cause delays.
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Challenges
#CurrencyPairPrediction
Challenges
• Overfitting: Too many features can cause the model to fit noise.
• Non-stationarity: Forex regimes change — features useful today might fail tomorrow.
• Feature Leakage: Be careful not to include future data inadvertently.
• Latency: In real-time systems, heavy feature computation can cause delays.
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