EA Gann angle gold AI
- Эксперты
- Версия: 1.3
- Обновлено: 17 июня 2025
- Активации: 5
EA Gann Angles Gold AI – A New Era in Trading!
EA Gann Angles Gold AI is a revolutionary trading advisor that combines angle-based price analysis with machine learning to identify and exploit patterns in financial markets. The advisor utilizes over 100 predictive features trained on historical data to forecast price movements with unprecedented accuracy.
⚙️ Core Components
1. Angle Analysis Engine (Angle Extraction Engine)
-
Converts historical price data into geometric angles (degrees/radians) between chart points.
-
Angles are calculated:
-
Between consecutive candles.
-
Within a sliding window of N bars.
-
-
Forms price change patterns as angle sequences.
2. Training Dataset Generation
-
For each angle window, target labels are generated:
-
Upward / Downward / Flat movement after a predefined horizon.
-
-
Dataset structure:
-
X = [angles], y = [direction].
-
3. Machine Learning Model
-
Uses CatBoostClassifier (high accuracy & interpretability).
-
Models are trained offline (outside MT5) and optimized for specific currency pairs.
4. Real-Time Prediction & Trading Logic
-
Continuously computes angles on the latest price window.
-
Predicts movement probability:
-
📈 Buy if probability of uptrend > threshold (e.g., 0.7).
-
📉 Sell if probability of downtrend > threshold.
-
-
Filters signals using 100+ additional conditions.
-
TF - M5
-
Model accuracy:
-
≥96% on training data, >91% on test data.
-
Avr. error: 0.02795
MAE: 4.86846
MSE: 44.74295
R²: 0.88570
-
✅ Supported Trading Pairs
Only XAUUSD !!!.
-
Automated model loading: The EA selects the optimal pre-trained model for each pair.
⚡ Customizable Trading Settings
-
Grid step size
-
Lot sizing method (Martingale, Fixed, etc.)
-
Order closing logic
-
Minimum profit threshold (in pips or account currency)
-
Take Profit in account currency
-
And more!
Why EA Gann Angles Gold AI?
🔹 Hybrid AI + Gann Theory – Combines geometric patterns with machine learning.
🔹 High Accuracy – Rigorously tested on multiple timeframes.
🔹 Adaptive Models – Auto-updates for changing market conditions.
Ready to transform your trading? 🚀
