V2EX feature vector

Feature Vector

释义 Definition

特征向量:在机器学习、数据挖掘、计算机视觉等领域中,用一组有序的数值(向量)来表示一个样本/对象的“特征”(可测量的属性),便于算法进行分类、回归、聚类等计算。(在不同领域也可泛指“用向量形式表达的特征表示”。)

发音 Pronunciation (IPA)

/fitr vktr/

例句 Examples

The model takes a feature vector as input.
模型把特征向量作为输入。

After normalization, each image is represented by a high-dimensional feature vector that captures texture and color patterns.
归一化后,每张图像都用一个高维特征向量来表示,用以捕捉纹理与颜色模式。

词源 Etymology

该短语由 feature(特征、特点)与 vector(向量)组合而成。Feature 源自法语 faiture(“形状、构造”之意,进一步与“制作/形成”相关),后来引申为“显著特征”。Vector 来自拉丁语 vector(“搬运者、携带者”),在数学与物理中固定为“具有方向与大小的量”,进而在计算与数据表示中指“一组有序数值”。合起来即“用向量形式承载/表达特征”。

相关词 Related Words

文学与著作中的用例 Literary / Notable Works

  • Pattern Recognition and Machine Learning(Christopher M. Bishop)
  • The Elements of Statistical Learning(Hastie, Tibshirani, Friedman)
  • Deep Learning(Goodfellow, Bengio, Courville)
  • Speech and Language Processing(Jurafsky & Martin)
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