subsampling

[美國]/sʌbˈsæmplɪŋ/
[英國]/sʌbˈsæmplɪŋ/

中文釋義

n.從較大樣本中選擇子集進行分析的過程

短語搭配

subsampling data

子採樣數據

subsampling method

子採樣方法

subsampling rate

子採樣率

doing subsampling

進行子採樣

subsampling technique

子採樣技術

subsampling process

子採樣過程

subsampling analysis

子採樣分析

subsampling strategy

子採樣策略

subsampling results

子採樣結果

subsampling effect

子採樣效果

例句

we performed subsampling to reduce the dataset size for faster training.

我們進行了降採樣以減少數據集大小,從而加快訓練速度。

subsampling audio data can help reduce storage requirements.

對音頻數據進行降採樣有助於減少存儲需求。

the researchers used subsampling to analyze a large population sample.

研究人員使用降採樣來分析一個大的人口樣本。

subsampling the video frames improved the processing speed significantly.

對視頻幀進行降採樣顯著提高了處理速度。

random subsampling is a common technique in machine learning.

隨機降採樣是機器學習中一種常見的技術。

stratified subsampling ensures representation of all subgroups.

分層降採樣確保所有亞組的代表性。

subsampling the data helped mitigate the overfitting problem.

對數據進行降採樣有助於緩解過擬合問題。

the algorithm employed subsampling to handle the imbalanced dataset.

該算法採用降採樣來處理不平衡的數據集。

we conducted subsampling based on the frequency of the features.

我們根據特徵的頻率進行降採樣。

subsampling can introduce bias if not done carefully.

如果處理不當,降採樣可能會引入偏差。

the goal of subsampling was to create a more manageable dataset.

降採樣的目的是創建一個更易於管理的數據集。

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