+A **hyperparameter** is a configuration value set before an [algorithm](/wiki/algorithm) begins learning. It guides the training process, distinct from [model parameters](/wiki/model_parameters) learned from data, and greatly influences a model's final performance.
+## See also
+- [Machine Learning](/wiki/machine_learning)
+- [Training](/wiki/training)
+- [Optimization](/wiki/optimization)
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