📈 Romeo V8 Super Ensemble Trading AI
XAUUSD Gold/USD — 10-Algorithm Ensemble Signal Generator
🏆 Win Rate
68.18%
68.18%
📊 Profit Factor
2.16×
2.16×
⚡ Sharpe Ratio
4.64
4.64
🛡️ Max Drawdown
11.06%
11.06%
📥 Market Inputs
Market Trend Context
2 40
📐 Technical Indicators
0 100
-15 15
0 1
0 100
0 100
🎯 Ensemble Signal
Click Run Ensemble Analysis to generate a signal.
🤖 Algorithm Votes
📊 Indicator Summary
🎓 Example Scenarios
Click a scenario to load it
| XAUUSD Current Price (USD) | RSI (14) | MACD Line | Bollinger %B (0=lower band, 1=upper band) | Stochastic %K | MFI (Money Flow Index) | Market Trend Context | Intraday Volatility (ATR proxy, USD) |
|---|
Super Ensemble Pipeline
Base Learners (10 algorithms)
├── XGBoost, LightGBM, CatBoost — gradient boosting ensemble
├── RandomForest, ExtraTrees — bagging ensemble
├── Neural Network (Keras/TF) — deep learning
├── SVM, KNN — kernel & distance-based
└── LogisticRegression, NaiveBayes — probabilistic linear
Confidence Calibration
└── Isotonic regression for probability calibration
Stacking Meta-Learner
└── LogisticRegression combining base predictions
Dynamic Weighting
└── Real-time weight optimization based on recent performance
Technical Indicators (15+): SMA, EMA, RSI, MACD, Bollinger Bands, ATR, Stochastic, MFI, OBV, Momentum, and Quantum-Inspired features (entropy, phase space, wavelet energy).
Timeframes Trained On: 1m, 15m, 30m, 1h, 4h, Daily
Training Data: Multi-year historical XAUUSD with 50+ engineered features per sample
⚠️ Disclaimer: This is a research demo only. Not financial advice.
Trading involves substantial risk. Past performance does not guarantee future results.
Always perform your own due diligence. | Model: JonusNattapong/romeo-v8-super-ensemble-trading-ai