Mean-Reversion strategy on USD/CHF 1h: Fade RSI/Bollinger extremes back toward the mean; classifier decides direction. Features: RSI 14, BB (30,2.0), Z-score 50, Stochastic (14,3), Candle structure, Session/time features. Model: Extra Trees. Label horizon 2 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Random Mix strategy on USD/CHF 15min: API-default style: randomly composed indicator set, model learns the rule. Features: ATR 10, Volatility 20, Williams %R 14, Candle structure. Model: Gradient Boosting. Label horizon 9 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Mean-Reversion strategy on GBP/USD 15min: Fade RSI/Bollinger extremes back toward the mean; classifier decides direction. Features: RSI 14, BB (20,2.0), Z-score 50, Stochastic (14,3), Candle structure, Session/time features. Model: XGBoost. Label horizon 4 bars, confidence threshold 0.60, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Random Mix strategy on USD/CAD 15min: API-default style: randomly composed indicator set, model learns the rule. Features: RSI 21, BB (20,1.5), ATR 10. Model: LightGBM. Label horizon 8 bars, confidence threshold 0.58, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Signal Mix strategy on USD/CAD 1h. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: Z-score 20, ADX 20, Session/time features, RSI 14, Williams %R 21, CCI 14. Model: XGBoost; label horizon 1 bars, confidence threshold 0.52, direction short. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

MACD Momentum strategy on USD/JPY 15min. MACD histogram turns with RSI confirmation; a long-term EMA gives regime context. Features: MACD (19,39,9), RSI 14, ATR 14, EMA 50/200 cross, Return lags 1-4. Model: LightGBM; label horizon 6 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

Multi-Indicator strategy on NZD/USD 15min. Broad indicator set; the gradient-boosted model learns the entry rule. Features: RSI 14, MACD (12,26,9), BB (20,2.0), Stochastic (14,3), ATR 14, ADX 14, EMA 9/21 cross, Candle structure, Return lags 1-3, Session/time features. Model: Random Forest; label horizon 8 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the p

Signal Mix strategy on USD/JPY 15min. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: Z-score 20, Session/time features, SMA 20, CCI 14. Model: XGBoost; label horizon 4 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

Signal Mix strategy on USD/CAD 5min. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: Volatility 20, Return lags 1-3, CCI 14, ATR 20. Model: Logistic Regression; label horizon 18 bars, confidence threshold 0.52, direction both. Risk: 15 pip stop / 30 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

Signal Mix strategy on USD/CHF 15min. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: CCI 14, EMA ribbon 8-55, BB (20,1.5), ATR 10. Model: Random Forest; label horizon 12 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.