Prediction Lab

ML Stock Screener

Ranked S&P 500 signals for the next trading day, with drivers pulled from the top ML features.

3Y historyTop/Bottom decile1D horizonS&P 500 only

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How it works

The ML ensemble trains on 3 years of price & feature data from the S&P 500, then predicts each stock's 1-day forward return.

Stocks are ranked by predicted return, and the top decile → Long, bottom decile → Short.

Drivers highlight the most extreme features (z-scores) behind each rank.

Results are cached daily. Use Re-run to get fresh signals.

Validate model in Backtest

Top Predictions

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Click Re-run Predictions to generate ML signals.

These predictions are generated by a machine learning model trained on historical price data and are for informational purposes only. Past model performance does not guarantee future results. Always conduct your own research before making any investment decisions.