Fractal Breakout EA

Fractal Breakout EA

Fractal Breakout EA

Fractal Breakout EA is an Expert Advisor based on a breakout strategy that uses signals from asymmetric fractals 50 and 5. Entries are generated based on the candle position relative to these fractal levels.

Stop Loss and Take Profit are dynamically calculated using multiples of the ATR 14 value to adapt risk management to market volatility.

This EA uses a Machine Learning system based on XGBoost as a signal filter. Each signal is evaluated before execution, and trades are only placed when the minimum confidence level defined in the parameters is met.

The default confidence level is set to 0.5. Higher values will reduce the number of trades, while potentially improving accuracy. The test results shown in the screenshots use a confidence level of 0.6 .

This EA has been tested using the Strategy Tester with historical data from 2023 to 2026. Live trading tests have not been conducted.

This Expert Advisor is specifically developed for:

• Pair: XAUUSD
• Timeframe: H1

The Machine Learning model was trained only on this pair and timeframe. Using the EA outside these specifications may affect its performance.

Screenshots display the test results of Fractal Breakout EA.