subsampling

[美]/sʌbˈsæmplɪŋ/
[英]/sʌbˈsæmplɪŋ/

释义

n.从较大样本中选择子集进行分析的过程

短语搭配

subsampling data

子采样数据

subsampling method

子采样方法

subsampling rate

子采样率

doing subsampling

进行子采样

subsampling technique

子采样技术

subsampling process

子采样过程

subsampling analysis

子采样分析

subsampling strategy

子采样策略

subsampling results

子采样结果

subsampling effect

子采样效果

例句

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

我们进行了降采样以减少数据集大小,从而加快训练速度。

subsampling audio data can help reduce storage requirements.

对音频数据进行降采样有助于减少存储需求。

the researchers used subsampling to analyze a large population sample.

研究人员使用降采样来分析一个大的人口样本。

subsampling the video frames improved the processing speed significantly.

对视频帧进行降采样显著提高了处理速度。

random subsampling is a common technique in machine learning.

随机降采样是机器学习中一种常见的技术。

stratified subsampling ensures representation of all subgroups.

分层降采样确保所有亚组的代表性。

subsampling the data helped mitigate the overfitting problem.

对数据进行降采样有助于缓解过拟合问题。

the algorithm employed subsampling to handle the imbalanced dataset.

该算法采用降采样来处理不平衡的数据集。

we conducted subsampling based on the frequency of the features.

我们根据特征的频率进行降采样。

subsampling can introduce bias if not done carefully.

如果处理不当,降采样可能会引入偏差。

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

降采样的目的是创建一个更易于管理的数据集。

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