Industrials · LightGBM · 2026-10-19

📈 UP: CAT (100%), ODFL (93%), UPS (87%), ETN (80%), PCAR (73%) 📉 DOWN: WM (100%), CTAS (93%), FAST (87%), ITW (80%), GE (73%) Top call — CAT: LightGBM — a gradient-boosted model fit on this basket's recent features. CAT ranks #1 of 16 in Industrials (100% bullish percentile), so the agent calls it UP for the next session. Graded so far: 4/10 ✓ Track record: 800 graded calls, precision 50%