meta-parameter

[US]/[ˈmiːtə ˈpærəˌmɪtə]/
[UK]/[ˈmiːtə ˈpærəˌmɪtər]/
Frequency: Very High

Translation

n. 控制另一参数或算法行为的参数;用于配置较低层级参数或过程的高层参数;在機器學習中,是在學習過程開始前設定的超參數。

Phrases & Collocations

meta-parameter tuning

超參數調整

meta-parameter setting

超參數設定

adjust meta-parameters

調整超參數

meta-parameter values

超參數值

meta-parameter search

超參數搜尋

optimize meta-parameters

最佳化超參數

meta-parameter range

超參數範圍

initial meta-parameter

初始超參數

meta-parameters impact

超參數影響

define meta-parameters

定義超參數

Example Sentences

we need to optimize the meta-parameter settings for better performance.

我們需要優化元參數設置以獲得更好的性能。

the model's accuracy depends heavily on the choice of meta-parameter.

模型的準確性在很大程度上取決於元參數的選擇。

tuning the meta-parameter is crucial for achieving optimal results.

調整元參數對於實現最佳結果至關重要。

the research focused on identifying the optimal meta-parameter values.

這項研究專注於確定最佳的元參數值。

a grid search was performed to explore different meta-parameter combinations.

進行了網格搜索以探索不同的元參數組合。

sensitivity analysis revealed the impact of each meta-parameter on the outcome.

敏感性分析揭示了每個元參數對結果的影響。

the algorithm automatically adjusts the meta-parameter during training.

該算法在訓練過程中自動調整元參數。

careful selection of the meta-parameter can significantly improve the model.

仔細選擇元參數可以顯著改進模型。

we are experimenting with various meta-parameter configurations.

我們正在嘗試各種元參數配置。

the meta-parameter space is vast, requiring extensive exploration.

元參數空間非常廣泛,需要進行廣泛的探索。

the initial meta-parameter values were set based on prior experience.

初始元參數值是根據以往經驗設置的。

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