parameter tuning Synonym

Synonyme parameter tuning

Hyperparameter-Optimierung - Hyperparameter-Tuning - Modelloptimierung - Modellabstimmung - Parameteroptimierung - Parameterabstimmung


Parameter tuning is the process of systematically adjusting the parameters or hyperparameters of a model, algorithm, or system to improve its performance for a given task. It is widely used in machine learning, statistics, and engineering to achieve better accuracy, stability, or efficiency. Common approaches include manual search, grid search, random search, and advanced methods like Bayesian optimization. Effective parameter tuning requires clear evaluation metrics, a validation strategy, and awareness of overfitting. The goal is to find a parameter configuration that generalizes well to unseen data while balancing performance, complexity, and computational cost.

Category: Technologie


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