Definition
Definition of hyperparameter - Reverso English Dictionary
Noun
1.
machine learningTECH. setting chosen before training that controls how the model learnsTECH.
- We tuned the hyperparameter to reduce overfitting during training.
2.
bayesian statisticsTECH. value in a prior distribution that shapes beliefs before seeing dataTECH.
- The hyperparameter controls the prior's spread in this Bayesian model.
Origin of hyperparameter
Greek: hyper (over) + parameter (measure)
Terms with hyperparameter included in their meaning
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technology
method for hyperparameter optimization in machine learning
Examples of hyperparameter in a sentence
Each hyperparameter was optimized using cross-validation on the training set. Adjusting the hyperparameter changed our prior belief about the treatment effect. We choose the hyperparameter using empirical Bayes techniques.
View all translations of hyperparameter
Click below to see the appropriate translations facing each meaning.
- French:hyperparamètre, ...
- German:Hyperparameter, ...
- Italian:iperparametro, parametro iperpriori, ...
- Spanish:hiperparámetro, parámetro de nivel superior, ...
- Portuguese:hiperparâmetro, ...
- Chinese:超参数, ...
- Japanese:ハイパーパラメータ, 上位パラメータ, ...
- Arabic:مَعْلَمَةٌ فَائِقَةٌ, مَعْلَمٌ فَوْقِيٌّ, ...
- Hebrew:הַיִּיפֶּרְפָּרָאמֶטֶר, הַיְפֶּרְפָּרָמֶטֶר, ...
- Russian:гиперпараметр, ...
- Ukrainian:гіперпараметр, ...
- Hindi:हाइपरपैरामीटर, ...
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