# 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
```