Next-day forecasts for US equities
Two LightGBM models — direction and magnitude — generate daily BUY/SELL/HOLD signals for five major tickers. All results shown are strictly out-of-sample.
Last updated Apr 14, 2026, 9:34 PM UTC · Holdout cutoff 2024-05-14
BUY signals
4
SELL signals
0
HOLD
1
Holdout precision
53.2%
vs 54.5% CV
Today's signals
Per-ticker detail →How it works
- Features: 64 engineered features — trend, momentum, volatility, fundamentals — joined point-in-time to avoid lookahead.
- Split: 4,980 training rows through 2024-05-14, 1,248 holdout rows after. Optuna tuning and final fit only on the train portion.
- Refresh: GitHub Actions runs inference daily after the US close and rebuilds this static site.