Random Mix strategy on USD/CAD 15min: API-default style: randomly composed indicator set, model learns the rule. Features: RSI 21, Keltner (20,1.5), MACD (8,21,5), Donchian 20. Model: LightGBM. 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 GBP/USD 5min: API-default style: randomly composed indicator set, model learns the rule. Features: RSI 14, Stochastic (14,3), Keltner (20,2.0). Model: Random Forest. Label horizon 4 bars, confidence threshold 0.60, direction short. Risk: 15 pip stop / 30 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Breakout strategy on USD/CHF 15min: Trade Donchian channel breakouts confirmed by volatility expansion. Features: Donchian 30, ATR 14, Volatility 20, ROC 5, BB (20,2.0), Session/time features. Model: Gradient Boosting. Label horizon 5 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: EMA 9/21 cross, ROC 10, CCI 20, ADX 20, Williams %R 21. Model: LightGBM. Label horizon 3 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.

Breakout strategy on GBP/USD 15min. Trade Donchian channel breakouts confirmed by volatility expansion. Features: Donchian 55, ATR 14, Volatility 20, ROC 5, BB (20,2.0), Session/time features. Model: Random Forest; 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%.

Trend strategy on USD/CAD 15min. Enter with the EMA crossover when ADX confirms a trend; the model gates each entry. Features: EMA 8/34 cross, ADX 20, ATR 14, ROC 5, EMA ribbon 8-55, Session/time features. Model: Extra Trees; 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%.

Signal Mix strategy on USD/CHF 1h. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: Keltner (20,1.5), EMA ribbon 8-55, Candle structure, MACD (12,26,9), Session/time features. Model: Random Forest; label horizon 9 bars, confidence threshold 0.52, 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

Trend Pullback strategy on USD/CAD 5min. Buy dips / sell rallies inside an established trend when the fast RSI resets. Features: EMA 20/50 cross, SMA 200, RSI 7, ATR 14, Keltner (20,2.0), EMA ribbon 8-55, Session/time features. Model: Random Forest; label horizon 5 bars, confidence threshold 0.55, 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%