hyperparameter

[US]/ˌhaɪpərpəˈræmɪtər/
[UK]/ˌhaɪpərpəˈræmɪtər/

Translation

n.a parameter whose value is set before the learning process begins in machine learning

Phrases & Collocations

hyperparameter tuning

hyperparameter search

set hyperparameters

optimize hyperparameters

hyperparameter space

select hyperparameters

adjust hyperparameters

initial hyperparameters

tuned hyperparameters

hyperparameter importance

Example Sentences

we need to tune the hyperparameters for optimal performance.

hyperparameter optimization is a crucial step in machine learning.

the learning rate is a common hyperparameter to adjust.

grid search is a method for exploring different hyperparameter values.

random search can be more efficient than grid search for hyperparameters.

bayesian optimization is a sophisticated hyperparameter tuning technique.

regularization strength is an important hyperparameter to consider.

we are experimenting with different hyperparameter configurations.

the choice of hyperparameters significantly impacts model accuracy.

hyperparameter sensitivity analysis helps understand model behavior.

automated hyperparameter tuning saves time and resources.

Popular Words

Explore frequently searched vocabulary

Download App to Unlock Full Content

Want to learn vocabulary more efficiently? Download the DictoGo app and enjoy more vocabulary memorization and review features!

Download DictoGo Now