V2EX trainability

Trainability

释义 Definition

trainability(可训练性):指某个对象(常见于动物、员工、模型/算法等)在训练、指导或学习过程中被有效教会并提升表现的难易程度与潜力。在机器学习语境中,常指模型/系统在给定数据与优化方法下是否容易学到有效规律并收敛到较好性能

发音 Pronunciation (IPA)

/trenblti/

例句 Examples

Trainability varies from dog to dog.
可训练性因狗而异。

The researchers improved the model’s trainability by adjusting the learning rate and normalizing the input data.
研究人员通过调整学习率并对输入数据做归一化来提升模型的可训练性。

词源 Etymology

train(训练、培养) + -ability(……的能力/性质) 构成,字面意思是“可被训练的性质”。该词在动物行为学、人力资源培训与机器学习等领域都很常见,用来概括“训练是否容易见效”。

相关词 Related Words

文学与著作 Literary Works

  • Ian Goodfellow, Yoshua Bengio, Aaron Courville:《Deep Learning》(深度学习)
  • Aurélien Géron:《HandsOn Machine Learning with ScikitLearn, Keras, and TensorFlow》(机器学习实战)
  • James, Witten, Hastie, Tibshirani:《An Introduction to Statistical Learning》(统计学习导论)
  • Jean Donaldson:《The Culture Clash》(常见犬类训练书籍,讨论犬只气质与可训练性)
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