SimpleML 3Phase

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):

1. Phase 1: Entry Logic (ML-Style Feature Scoring)

   • Multi-Timeframe Trend: Evaluates H4 EMA gap percentages and slope direction.

   • Stochastic Trigger: Identifies high-probability pullback entries in overbought/oversold zones.

   • Volume & Volatility Filtering: Uses SMA-normalized volume ratios and ATR readings to confirm entry momentum.

   • Regime Classification: Categorizes every market condition into unique regime IDs based on indicators and trading sessions.

2. Phase 2: Trade & Virtual Risk Review

   • Virtual SL/TP & Trailing: Protects trades using server-side hidden/virtual stop loss and take profit targets.

   • Dynamic Position Sizing: Automatically calculates lot size based on a percentage of equity risk or fixed lot rules.

3. Phase 3: Continuous Learning (CSV Knowledge Base)

   • Adaptive Regime Stats: Calculates live win-rates and confidence levels per market regime.

   • CSV Persistence: Automatically records and retrieves trade data ( SimpleML_kb.csv ) to adapt to changing market dynamics over time.

Key Features:

• On-Chart HUD Dashboard: Sleek, modern visual display showing real-time Win Rate, Active Regimes, Regime Confidence, and Signal Status.

• MQL5 Standard Compliant: Built using persistent indicator handles to ensure maximum speed and zero memory leaks.

• Session Aware: Differentiates market behavior across Asia, London, New York, and Sydney sessions.

• Spread & Risk Guards: Built-in filters for maximum spread protection and concurrent position limits.

Recommended Setup:

• Currency Pairs: EURUSD, GBPUSD, XAUUSD

• Timeframe: H1 / H4 (Indicator base TF set to H4)

• 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:

• 🧠 Adaptive Learning: Categorizes market regimes and filters out low-confidence trades.

• 🛡️ Virtual Risk Management: Hidden Virtual SL/TP & Equity-based risk scaling.

• 📊 Futuristic On-Chart HUD: Live tracking of win rate, active regime stats, and execution status.

• ⚡ Optimized MQL5 Code: Fast execution with zero memory bloat.

3. Key Bullet Points (Features at a Glance)

• Adaptive Entry Engine: MA-MTF trend detection + Stochastic timing + Volume ratio confirmation.

• Self-Improving CSV KB: Records regime performance to refine trade confidence automatically.

• Virtual Execution: Protected hidden SL/TP & dynamic trailing stop mechanics.

• Real-time On-Screen Dashboard: Keeps all crucial performance stats visible right on your chart.