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Loss Function In Machine Learning
Purpose
Types Of Loss Functions
- For Regression Problems - Mean Squared Error (MSE) and Mean Absolute Error (MAE).
- For Classification Problems - Cross-Entropy Loss and Hinge Loss.
Example
- The actual price = ₹50 lakh.
- Model predicts = ₹45 lakh
- Error = ₹5 lakh
Posted By - | Karan Gupta |
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Posted On - | Thursday, September 25, 2025 |