Mean-Reversion strategy on GBP/USD 15min: Fade RSI/Bollinger extremes back toward the mean; classifier decides direction. Features: RSI 21, BB (20,2.0), Z-score 20, Stochastic (14,3), Candle structure, Session/time features. Model: XGBoost. Label horizon 2 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.

Oscillator Stack strategy on GBP/USD 15min: Confluence of RSI, Stochastic, Williams %R and CCI extremes. Features: RSI 14, Stochastic (14,3), Williams %R 14, CCI 20, MACD (12,26,9), Candle structure. Model: Random Forest. 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.

Random Mix strategy on USD/JPY 1h: API-default style: randomly composed indicator set, model learns the rule. Features: Candle structure, RSI 5, Stochastic (5,3). Model: Random Forest. Label horizon 2 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 EUR/USD 1h: API-default style: randomly composed indicator set, model learns the rule. Features: MACD (5,13,3), Williams %R 14, Keltner (20,2.0), EMA 5/13 cross, BB (20,2.0). Model: XGBoost. 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.

Mean-Reversion strategy on GBP/USD 15min. Fade RSI/Bollinger extremes back toward the mean; the classifier decides direction. Features: RSI 14, BB (14,2.0), Z-score 20, Stochastic (14,3), Candle structure, Session/time features. Model: Gradient Boosting; label horizon 3 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. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sampl

Oscillator Stack strategy on GBP/USD 15min. Confluence of RSI, Stochastic, Williams %R and CCI extremes. Features: RSI 5, Stochastic (5,3), Williams %R 14, CCI 20, MACD (12,26,9), Candle structure. Model: XGBoost; label horizon 3 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. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.