Random Mix strategy on USD/CHF 15min: API-default style: randomly composed indicator set, model learns the rule. Features: Session/time features, Candle structure, Stochastic (5,3), SMA 20. Model: XGBoost. Label horizon 12 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: SMA 20, RSI 7, Candle structure. Model: XGBoost. Label horizon 8 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/CHF 15min: API-default style: randomly composed indicator set, model learns the rule. Features: ROC 20, Volatility 10, Return lags 1-8, RSI 7, SMA 20. Model: Logistic Regression. 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.

Vol-Regime strategy on EUR/USD 1h: 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: XGBoost. Label horizon 6 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.

Breakout strategy on NZD/USD 5min. Trade Donchian channel breakouts confirmed by volatility expansion. Features: Donchian 20, ATR 14, Volatility 20, ROC 5, BB (20,2.0), Session/time features. Model: XGBoost; label horizon 4 bars, confidence threshold 0.52, direction short. 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%.

Oscillator Stack strategy on USD/CAD 15min. Confluence of RSI, Stochastic, Williams %R and CCI extremes. Features: RSI 5, Stochastic (9,3), Williams %R 14, CCI 20, MACD (12,26,9), Candle structure. Model: XGBoost; 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%.

Signal Mix strategy on NZD/USD 15min. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: Stochastic (21,5), EMA 12/26 cross, ATR 10, ADX 14. 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. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.