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Pearson combines technical indicators, live news sentiment, and an explainable ML model to predict short-term price direction — and honestly reports its own accuracy.
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Predicted Next-Day Direction
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Confidence
0%
UP 0%
DOWN 0%
News Sentiment
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0 headlines analyzed
Price Chart
SMA 10
SMA 50
RSI (14)
MACD
Why This Prediction — Feature Impact (SHAP)
Model Backtest — Historical Accuracy
Run a walk-forward backtest to see how this model would have performed historically.
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Model Accuracy
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Naive Baseline
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Edge Over Baseline
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Strategy Return
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Buy & Hold Return
Model Honesty Notes
Pearson predicts short-term statistical direction based on historical patterns and public sentiment.
It is a demonstration of applied ML and is not financial advice.