LSTM Ensemble EA MT5 (Official version) | GroupBuy

What is LSTM Ensemble EA MT5?

LSTM Ensemble EA MT5 is a professional automated trading expert based on an ensemble of 12 independent LSTM neural networks, where every network operates as a standalone trading strategy. Instead of relying on a single “perfect” model trained on the classical 80/20 data split, the EA uses a collective decision mechanism, forming signals through model consensus. This ensemble architecture increases robustness, reduces overfitting, and helps the system adapt to changing market phases and non-stationary price behavior in real trading conditions.

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About the Developer

• Author: Evgeniy Scherbina
• Experience: Over +12 years of experience on MQL5.
• Notable Products: LSTM Ensemble, Edge Ensemble EA and other advisors.
• Flagship Product: LSTM Ensemble EA MT5 is rated as the best performing product of the year.

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LSTM Ensemble EA MT5 Overview

Main Features of LSTM Ensemble EA MT5

• Ensemble Decision Engine: Uses 12 independently trained LSTM models where the final signal is generated through consensus instead of a single-network opinion.
• Independent Market Perspectives: Each model is trained on its own historical fold, providing different temporal views and minimizing dependence on one period.
• Non-Stationary Market Adaptation: Designed specifically for financial time series where market structure changes, avoiding degradation from regime shifts.
• Robustness to Model Errors: Errors from one network are compensated by the others, preventing single-model failure from dominating results.
• Reduced Overfitting Impact: Local overfitting effects are smoothed through aggregation, improving live trading stability versus single model systems.
• Primary H6 Timeframe: Operates mainly on the H6 chart, balancing noise reduction with timely signal responsiveness across different phases.

Additional Features  

• Multi-Currency Trading Mode: Supports simultaneous trading on up to six currency pairs with independent ensemble logic per instrument.
• Automatic Risk-Based Lot Sizing: Calculates trade volume from percentage risk per trade, aligning position size with account balance dynamically.
• Spread Protection Filter: Blocks entries when spread exceeds acceptable limits to avoid unfavorable market conditions.
• Fixed Stop Loss & Take Profit: Allows predefined risk and reward levels with optional trailing stop management.
• Configurable Position Limits: Maximum positions per symbol and distance between trades can be customized to fit risk preferences.
• Full Broker Compatibility: Supports symbol suffixes and standard MT5 settings, making the EA adaptable across brokers.

Why Choose LSTM Ensemble EA MT5?

• Consensus-Based Signal Generation: Final trades are based on collective decision-making across 12 networks instead of a single model’s bias.
• Higher Stability in Live Markets: Designed for real, changing markets where classical 80/20-trained models tend to degrade over time.
• Better Phase Adaptation: Different networks capture different market regimes, improving response to trend shifts and volatility changes.
• Reduced Drawdown Sensitivity: Random anomalies are smoothed across the ensemble, helping to avoid sharp equity swings.
• Real-World Robustness: Performs not only in strategy testers but is engineered to remain resilient when market behavior changes.
• Hands-Off Automation: Continuously reassesses conditions and updates trading decisions as new data arrives, requiring minimal manual control.

LSTM Ensemble EA MT5 Backtest Results

🔺XAUUSD  – 4 Year

• Initial Deposit: $1.000
• Total Net Profit: $255.124,24
• Maximum Drawdown: 13,50%

LSTM Ensemble EA backtets

🔺XAUUSD  – 4 Year

• Initial Deposit: $1.000
• Total Net Profit: $58.697 million
• Maximum Drawdown: 7.00%

LSTM Ensemble EA MT5 backtets

What’s Included in the Download Package?

• Setting (If Any).docx
• Installation Guide.docx

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Conclusion

In summary, LSTM Ensemble EA MT5 stands out as a next-generation automated trading solution built on 12 independent LSTM neural networks working in consensus. Its ensemble decision engine helps reduce overfitting, improve robustness, and adapt to non-stationary market conditions where single-model systems usually fail. With multi-currency support, automatic risk-based lot sizing, spread protection, and fixed SL/TP management, the EA is designed for stable performance in real market environments—not only in backtests. If you are looking for an advanced MT5 Expert Advisor engineered for changing market regimes, LSTM Ensemble EA MT5 offers a powerful combination of AI technology, risk control, and hands-off automated trading.

>>> Reviewed by Jason Stap <<<