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EA Gann angle gold AI

100 USD

Demo downloaded: 22

Published: 12 June 2025

Current version: 1.3

EA Gann angle gold AI

Experts
Aliaksandr Kazunka
Version: 1.3
Updated: 17 June 2025
Activations: 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? 🚀

more...

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