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QWhat is the meaning of the term "Loss Function" in AI?

ID: #11127 Definitions 130 views
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  • A The ability of machines to understand and interpret natural language ✔ ✖
  • B The study of algorithms and data structures ✔ ✖
  • C A function that measures the difference between the predicted output and the true output in a machine learning model ✔ ✖
  • D The development of hardware components for computers ✔ ✖
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Gradient Descent is an optimization algorithm used to minimize the loss function and update the model's parameters iteratively. It calculates the gradients of the loss function with respect to the model's parameters and adjusts the parameters in the direction of steepest descent. By repeatedly computing gradients and updating the parameters, gradient descent helps the model converge to a local minimum of the loss function, improving its performance.

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