Random Mix strategy on GBP/USD 5min: API-default style: randomly composed indicator set, model learns the rule. Features: Session/time features, RSI 21, Stochastic (14,3), Return lags 1-3, SMA 200. Model: Logistic Regression. Label horizon 9 bars, confidence threshold 0.58, direction both. Risk: 15 pip stop / 30 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Random Mix strategy on NZD/USD 5min: API-default style: randomly composed indicator set, model learns the rule. Features: Z-score 20, ATR 14, BB (50,2.0), Return lags 1-3, Session/time features, ROC 20. Model: Extra Trees. Label horizon 3 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.

Multi-Indicator strategy on EUR/USD 1h: Broad indicator set; 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: 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.

Vol-Regime strategy on USD/JPY 15min: Squeeze (BB inside Keltner) then expansion; classifier picks the direction of the release. Features: BB (20,2.0), ATR 10, ADX 14, Volatility 10, Return lags 1-5, Keltner (20,1.5), Session/time features. Model: Random Forest. 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: Keltner (20,2.0), Session/time features, ADX 14, Return lags 1-3, MACD (12,26,9). Model: Random Forest. Label horizon 6 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.

Multi-Indicator strategy on EUR/USD 1h. 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: LightGBM; label horizon 1 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

Mean-Reversion strategy on USD/CHF 15min. Fade RSI/Bollinger extremes back toward the mean; the classifier decides direction. Features: RSI 14, BB (20,2.5), Z-score 50, Stochastic (14,3), Candle structure, Session/time features. Model: LightGBM; 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. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

Signal Mix strategy on EUR/USD 1h. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: EMA 9/21 cross, Stochastic (14,3), Donchian 55, Williams %R 14. Model: LightGBM; 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. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.