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Loss Function In Machine Learning






Purpose







Types Of Loss Functions


  1. For Regression Problems - Mean Squared Error (MSE) and Mean Absolute Error (MAE).
  2. For Classification Problems - Cross-Entropy Loss and Hinge Loss.

Example




  1. The actual price = ₹50 lakh.
  2. Model predicts = ₹45 lakh
  3. Error = ₹5 lakh





Posted By  -  Karan Gupta
 
Posted On  -  Thursday, September 25, 2025

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