<h3> Description: Ridge Regression - Feature vs Price</h3>This plot visualizes the relationship between a single input feature (likely "Car Engine Size" or "Mileage") and the predicted car prices using Ridge Regression. <ul><li>Purple Dots represent the actual prices of the cars in the test set.</li><li>Golden Line represents the predictions made by the Ridge Regression model.</li><li>The line is smooth and clean because the data has been sorted before plotting, ensuring the regression curve isn't broken or jagged.</li><li>This plot is useful for understanding how well the model fits the data for one specific feature.</li></ul>The more closely the purple dots align with the golden line, the better the model's predictions match reality.Let me know if you want to customize this description based on the actual feature you're plotting (e.g., "engine size" or "mileage").

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