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Mad Turtle EA MT5 Unlimited
$15
Mad Turtle EA MT5 Unlimited is a MetaTrader 5 Expert Advisor utilizing machine learning ONNX models for XAUUSD (Gold) trading.
Featuring multi-class neural ensembles, feature engineering on H4 models, hard Stop Loss protection, and zero martingale or grid logic, it provides a quantitative framework for swing and trend trading.
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Description
Description
| Category | MT5 Expert Advisors |
|---|
Mad Turtle EA MT5 Unlimited is a machine-learning-driven Expert Advisor designed specifically for XAUUSD (Gold).
Built around MetaTrader 5’s native ONNX (Open Neural Network Exchange) framework, the system runs localized, multi-class machine learning models directly inside MT5 without relying on external APIs or web requests.
Mad Turtle EA MT5 Unlimited — Machine Learning ONNX Gold Strategy
The EA abandons high-risk mechanisms such as grids, martingale, micro-scalping, or high-frequency trading.
Instead, it uses custom feature engineering, meta-model cascades, and reward/penalty training models to execute swing and trend-following positions on higher timeframes (H4-based feature models execution across H1/M15 charts).
Core Architectural Highlights
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Native ONNX Machine Learning Models: Runs offline neural models via MetaTrader 5’s built-in ONNX library. No third-party API dependencies or GPT calls.
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Multi-Class Ensemble Cascade: Utilizes multi-class sub-models (2×2 structure for BUY and SELL classes) with custom reward/penalty optimization and meta-model filtering.
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Strict Capital Safety & Single-Position Logic: Features hard Stop Loss protection per trade with zero grid, martingale, or trailing stop distortions.
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High Point Yield per Trade: Positions are held from hours to days to target structural swings (aiming for massive pip gains per trade rather than high lot-size micro-scalping).
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Macro Trend Alignment: Accounts for Gold’s long-term macro bullish trend, utilizing dedicated sub-models for BUY setups and restricted/exit-only logic for SELL setups.
Technical Specifications & Recommended Setup
| Parameter | Specification / Setting |
| Platform | MetaTrader 5 (MT5) |
| Primary Asset | XAUUSD / Gold |
| Execution Timeframes | M15 – H1 (Models trained on H4 feature maps) |
| Minimum Deposit | $500 USD (or equivalent in Cent Accounts) |
| Broker Compatibility | Any MT5 Broker (2/3-digit quotes, any GMT offset/currency) |
| Execution Style | Machine Learning Swing/Trend (Single Position) |
| Configuration Need | Plug & Play (Default Automatic Mode Recommended) |
Key Parameters & Internal Logic
1. ONNX Model Selection & Execution Rules
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Model Ensemble Selection: Configures active neural model bundles for feature extraction.
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BUY / SELL Sub-Model Controls: Toggles full execution vs. Only Close mode for SELL models to respect Gold’s macro bullish bias.
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Threshold & Class Sensitivity: Controls classification probability thresholds (recommended to keep on default values).
2. Risk Management & Sizing
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Dynamic / Fixed Lot Calculation: Automatically sizes lots relative to account balance or cent account sizing.
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Hard Stop Loss Protection: Defines fixed structural SL boundaries per entry (no trailing stops).
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Max Open Positions: Single-position execution framework.
Operational Overview
Mad Turtle EA MT5 Unlimited targets long-term, systematic equity growth using machine learning models built for market structure recognition.
By filtering noise out through H4 feature engineering and executing through native ONNX components, it provides an alternative to traditional indicator-based or grid-heavy automated strategies.
