Let’s be honest — trading gold manually can drive anyone crazy. Price spikes, sudden pullbacks, weird consolidations… it’s chaos if you don’t have the right system watching every move. That’s where CatBoost Clusters Distance MA 3 GOLD EA V1.0 MT5 steps in.
This Expert Advisor (EA) blends machine learning (CatBoost) with cluster-based price distance calculations and multi-moving average convergence logic. Sounds fancy, right? Well, it kinda is — but that’s exactly why traders love it. It automates complex data modeling into simple, precise trading actions designed for Gold (XAUUSD).
No more guessing or chasing candles. Just clean, structured, data-driven trades — with adaptive entry and exit points that align with gold’s volatility and liquidity conditions.
Overview of CatBoost Clusters Distance MA 3 GOLD EA
The CatBoost Clusters Distance MA 3 GOLD EA V1.0 is built for MetaTrader 5, specifically optimized for XAUUSD on M15 to H1 timeframes.
Its algorithm runs on a unique combination of:
- CatBoost gradient boosting models (to predict direction and volatility);
- Cluster analysis (to group similar market states and reduce false entries);
- Distance-based moving averages (MA 3 logic) (to smooth entries across multiple momentum phases).
The result is a system that reacts intelligently — not emotionally. Instead of overtrading in noisy markets, the EA waits for statistically strong clusters before triggering an order. When it acts, it does so with precision — aiming to capture both small scalps and mid-term trend movements.
YoForex’s research team designed this EA after extensive forward testing on real tick data and variable spreads, ensuring stability even during high-impact events like CPI or NFP releases.
Key Features
- AI-Driven Decision Engine – Uses CatBoost (a modern gradient boosting algorithm) for dynamic market prediction.
- Cluster Pattern Recognition – Groups price action into volatility clusters to filter weak setups.
- Multi-MA Distance Logic (MA3) – Calculates adaptive distances between three moving averages to determine breakout zones.
- Prop-Firm Friendly – Smart risk and low drawdown design suitable for FTMO, MyForexFunds, and similar programs.
- Auto Lot Adjustment – Dynamically scales lot size based on equity and volatility.
- Spread and Slippage Protection – Avoids trading when spreads spike or liquidity thins.
- No Martingale or Grid – Keeps risk linear and controlled.
- Customizable Take Profit / Stop Loss – Full flexibility to align with personal trading style.
- Supports VPS Integration – Works 24/7 on low-latency servers for continuous execution.
- Easy Plug-and-Play Setup – Simple installation; no coding knowledge required.
- Comprehensive Backtest Ready – Compatible with MT5 Strategy Tester for multi-year testing.
- Free Lifetime Updates – Provided through YoForex EA official site.
Performance & Backtest Results
During the YoForex QA phase, CatBoost Clusters Distance MA 3 GOLD EA V1.0 was tested across multiple brokers with realistic market conditions.
Testing parameters:
- Pair: XAUUSD (Gold)
- Timeframe: M15, H1
- Initial Deposit: $1000
- Leverage: 1:500
- Period Tested: Jan 2021 – Sep 2025
Highlights:
- Average Monthly Return: 8.4%
- Maximum Drawdown: 6.9%
- Profit Factor: 2.81
- Win Rate: ~77%
- Total Trades: 2438
The equity curve displayed a smooth, consistent upward slope — showing exceptional adaptability even in unstable gold conditions (Russia-Ukraine conflict spikes, U.S. inflation data shocks, etc.).
Backtest visuals clearly show the EA’s capability to cut losses early and ride profitable clusters longer, maintaining equity stability throughout turbulent market phases.
How It Works (Simplified)
The EA essentially does three things simultaneously:
- Predicts Direction using CatBoost regression trees trained on gold’s tick data.
- Clusters Market Conditions (volatility, volume, time, and moving average distances) to decide if a setup belongs to a profitable pattern.
- Executes Trades only when both AI confidence and distance-MA logic align — ensuring higher-probability trades.
It’s like combining machine learning’s brain with technical analysis discipline. Pretty neat, huh?
Installation & Configuration Guide
Getting started with CatBoost Clusters Distance MA 3 GOLD EA is super easy:
Step 1:
👉 Download the EA from YoForexEA.com.
Step 2:
👉 Open MT5 → Go to File → Open Data Folder → MQL5 → Experts.
Paste the EA file here.
Step 3:
👉 Restart MT5 → Drag the EA onto an XAUUSD chart (M15 or H1).
Step 4:
👉 Enable AutoTrading and adjust inputs like:
- LotSize = 0.01
- TakeProfit = 150 pips
- StopLoss = 100 pips
- MaxSpread = 30
- UseDynamicLot = true
Step 5:
👉 Let it run — or test it first in Strategy Tester to see how it performs with your broker’s feed.
Why Choose a YoForex-Powered EA?
YoForex has built a strong name in the forex automation space — known for free, verified, and prop-firm-ready Expert Advisors. Every EA they release undergoes backtest validation, forward testing, and user feedback loops before it’s published.
The CatBoost EA is part of their next-gen AI line, designed not just to follow indicators, but to learn from them. You’ll also find:
- Regular software updates,
- Transparent strategy reports,
- And 24×7 global trader support.
Learn more on YoForex About Page.
Support & Disclaimer
If you face any issue, or just wanna tweak settings, reach the YoForex dev team directly:
📞 WhatsApp Support
💬 Telegram Group
Disclaimer: Trading forex and CFDs involves high risk. Past performance does not guarantee future results. Always test EAs on demo accounts before going live. Use proper money management and risk controls.
Call to Action
So, if you’re serious about trading gold smartly — not emotionally — this EA is a solid choice.
Grab your free copy of CatBoost Clusters Distance MA 3 GOLD EA V1.0 today from YoForexEA.com and let machine learning do the heavy lifting.