Gold CatBoost Clusters Real
- Experts
- Roman Poshtar
- Versione: 1.0
- Attivazioni: 15
Gold CatBoost Clusters Real EA operates on the CatBoost algorithm using clustering methods. CatBoost is fed a set of features based on price and moving averages (MA) . What exactly:
What exactly:
- Distances
- Price - MA (for different periods)
- MA − MA
→ show the deviation and strength of the trend
- Normalization
- Division by price or MA
→ makes features scale-independent
- Division by price or MA
- Window statistics (WINDOWS)
- Average, std, max, min
→ reflects volatility and behavior over a period
- Average, std, max, min
- Lags
- Past values of attributes
→ give the model dynamics
- Past values of attributes
- Relationships (ratio)
- Price / MA
- MA / MA
→ relative position
- Slope
- Change in MA over time
→ trend speed
- Change in MA over time
- Compression
- Sum of distances
→ how “compressed” the lines are (flat/trend)
- Sum of distances
- Binary trend indicators
- MA1 > MA2 > MA3 and vice versa
→ trend structure (up/down)
- MA1 > MA2 > MA3 and vice versa
Recommendations:
- Connecting an account through the spread rebate service will allow you to earn additional profit in the form of spread rebate.
- Currency pairs: XAUUSD, GOLD.
- Timeframe: H1.
- The spread is not important, the broker is not important.
Settings:
- "------------Open settings------------";
- Intensity - trading intensity;
- "------------Lots settings------------";
- MaximumRisk - maximum risk per trade (the number of enabled strategies is taken into account);
- CustomLot - fixed lot per trade;
- "------------Close settings------------";
- TakeProfit - fixed profit;
- StopLoss - fixed loss;
- "------------Other settings-----------";
- MaxSpread - maximum spread for opening a position;
- Slippage - slippage;
- Magic - magic number;
- EAComment - position commentary (ATTENTION - do not change position comments. The EA keeps track of comments).
