SimpleML 3Phase
- Experts
- Versione: 1.6
- Attivazioni: 5
SimpleML 3Phase EA is a next-generation Expert Advisor designed for MetaTrader 5 that bridges classic quantitative analysis with adaptive Machine Learning logic. Instead of relying on rigid, hard-coded rules, SimpleML evaluates market conditions through an internal Knowledge Base (KB) that continuously logs and learns from trade outcomes across distinct market regimes.
Core Architecture (3-Phase System):
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Phase 1: Entry Logic (ML-Style Feature Scoring)
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Multi-Timeframe Trend: Evaluates H4 EMA gap percentages and slope direction.
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Stochastic Trigger: Identifies high-probability pullback entries in overbought/oversold zones.
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Volume & Volatility Filtering: Uses SMA-normalized volume ratios and ATR readings to confirm entry momentum.
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Regime Classification: Categorizes every market condition into unique regime IDs based on indicators and trading sessions.
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Phase 2: Trade & Virtual Risk Review
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Virtual SL/TP & Trailing: Protects trades using server-side hidden/virtual stop loss and take profit targets.
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Dynamic Position Sizing: Automatically calculates lot size based on a percentage of equity risk or fixed lot rules.
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Phase 3: Continuous Learning (CSV Knowledge Base)
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Adaptive Regime Stats: Calculates live win-rates and confidence levels per market regime.
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CSV Persistence: Automatically records and retrieves trade data ( SimpleML_kb.csv ) to adapt to changing market dynamics over time.
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Key Features:
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On-Chart HUD Dashboard: Sleek, modern visual display showing real-time Win Rate, Active Regimes, Regime Confidence, and Signal Status.
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MQL5 Standard Compliant: Built using persistent indicator handles to ensure maximum speed and zero memory leaks.
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Session Aware: Differentiates market behavior across Asia, London, New York, and Sydney sessions.
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Spread & Risk Guards: Built-in filters for maximum spread protection and concurrent position limits.
Recommended Setup:
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Currency Pairs: EURUSD, GBPUSD, XAUUSD
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Timeframe: H1 / H4 (Indicator base TF set to H4)
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Account Type: ECN / RAW Spread with low latency VPS
2. Short Promotional Pitch (Telegram / Social Media)
🚀 SimpleML 3Phase EA — Smarter Automated Trading for MT5!
Upgrade your trading strategy with an EA that adapts to the market! SimpleML 3Phase EA combines multi-timeframe trend analysis, stochastic triggers, and volume filters with an adaptive CSV Knowledge Base that scores market regimes in real-time.
✨ Highlights:
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🧠 Adaptive Learning: Categorizes market regimes and filters out low-confidence trades.
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🛡️ Virtual Risk Management: Hidden Virtual SL/TP & Equity-based risk scaling.
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📊 Futuristic On-Chart HUD: Live tracking of win rate, active regime stats, and execution status.
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⚡ Optimized MQL5 Code: Fast execution with zero memory bloat.
3. Key Bullet Points (Features at a Glance)
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Adaptive Entry Engine: MA-MTF trend detection + Stochastic timing + Volume ratio confirmation.
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Self-Improving CSV KB: Records regime performance to refine trade confidence automatically.
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Virtual Execution: Protected hidden SL/TP & dynamic trailing stop mechanics.
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Real-time On-Screen Dashboard: Keeps all crucial performance stats visible right on your chart.
