tuning of parameters Synonym

Synonyme tuning of parameters

parameter tuning - parameter optimization - hyperparameter tuning - hyperparameter optimization - adjustment of parameters - calibration of parameters - fine-tuning of parameters


Tuning of parameters refers to the systematic adjustment of the numerical values that control the behavior of a model, algorithm, or system in order to improve its performance. It is used in fields such as machine learning, control engineering, simulation, and statistics. During this process, different parameter configurations are tested and evaluated according to one or more performance metrics, such as accuracy, stability, or efficiency. Tuning can be done manually by experts or automatically using search strategies like grid search, random search, or Bayesian optimization. Good parameter tuning often significantly increases the quality and reliability of results.

Category: Science


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