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QWhat is the meaning of the term "Underfitting" in AI?

ID: #11119 Definitions 120 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 situation where a machine learning model is too simple to capture the underlying patterns in the data ✔ ✖
  • D The simulation of human-like emotions in machines ✔ ✖
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Feature Extraction refers to the process of selecting and transforming relevant features from raw data to represent the input for a machine learning model. In feature extraction, the goal is to identify the most informative and discriminative attributes or characteristics of the data that are useful for the learning task. This process helps reduce the dimensionality of the data and focuses on capturing the essential information required for the model to make accurate predictions or classifications.

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