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 # 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.
+
+```
+$ python main.py
+[*********************100%***********************]  5 of 5 completed
+Test Accuracy: 0.5144
+Sharpe Ratio: 0.49
+Plot saved as strategy.png
+```