SWBI | Pipeline Review | Centroid 1.0 | XGB/GRU ReviewSmith & Wesson Brands, Inc.BATS:SWBIQuant_Signal_Engine **Pipeline Output** Ticker: SWBI Company: SMITH WESSON BRANDS INC Date reviewed: 2026-06-23 Centroid: 1.0 Sector: Consumer Discretionary Close: 16.67 Volume: 1,514,555 **Why this is on my review list** SWBI appeared in my pipeline as a current long execution. The setup triggered when the SMA9 crossed above the SMA50. This is not a manual chart pick. It is a review of what the pipeline produced. **Model Read** XGB p_up: 91.07% GRU p_up: 98.85% Both classification models were aligned to the upside regime on this row. The regression side was XGB ROR +0.23%, GRU ROR +1.09%. **Risk Reference** Close: 16.67 Initial stop/reference level: 15.08 The stop area gives a defined risk reference for reviewing how the setup behaves after the signal. **Follow-up Plan** I’ll review this setup in future updates as either an active open trade, a failed setup, or a completed trade outcome. **Source / Purpose** This stock-result review is part of my daily machine-learning pipeline journal. The ticker was selected from a model-generated scan using price, trend, trade-state, centroid grouping, and XGB/GRU probability outputs. The purpose is to document what the pipeline produced and then follow up on what happened afterward. Quant Signal Engine This is a research journal and educational review, not financial advice or a recommendation to buy or sell.