📈 Stock Forecast Dashboard
Stock:
Model:
Linear Regression
Polynomial Regression (deg=3)
Random Forest
XGBoost
Date Range (optional):
Generate
⏳ Generating forecast, please wait...
📊 Model Performance
Current Price ($)
Future Price (30d) ($)
MSE
R²
📈 Price Trend (Date Range + 30-Day Forecast)
🔮 30-Day Forecast (Line Chart)
🧠 Model Training Explanation