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QWhat is the meaning of the term "Unsupervised Learning" in AI?

ID: #11117 Definitions 100 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 machine learning approach where the model learns from unlabeled data ✔ ✖
  • D The development of virtual reality systems ✔ ✖
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Overfitting refers to a situation where a machine learning model becomes too complex or specialized to the training data, resulting in poor performance on new, unseen data. An overfit model memorizes the training data instead of learning the underlying patterns, leading to a lack of generalization. It is an undesirable outcome as the model may not perform well in real-world scenarios.

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