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Thomas Wu
2026-03-23 03:50:05 +00:00
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# random-forest-trader # random-forest-trader
A machine learning–driven equity trading strategy that leverages a Random Forest classifier trained on historical market data, with performance evaluated through systematic backtesting. A machine learning–driven equity trading strategy that leverages a Random Forest classifier trained on historical market data, with performance evaluated through systematic backtesting.
```
$ python main.py
[*********************100%***********************] 5 of 5 completed
Test Accuracy: 0.5144
Sharpe Ratio: 0.49
Plot saved as strategy.png
```