Examples of using 模型选择 in Chinese and their translations into English
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模型选择准则之AIC和BIC.
从一般到特殊模型选择过程的计算机自动化.
Computer automation of general-to-specific model selection procedures.第6章：模型选择、模型确定和各种类型的快速估算.
Chapter 6: Model selection, 贝叶斯模型选择）.
Bayesian Model Selection.选择一种方法作为解决方案的过程称为模型选择。
The process of selecting one method as the solution is called model selection.Combinations with other parts of speech
第3部分：变量和模型选择技巧.
Section 3: Variables and model selection techniques.与AIC相似，用于模型选择。
As before, we used the AIC for model selection.下面的图3显示了预测性维护的模型选择管道。
The following figure3 shows the Predictive Maintenance Pipeline for Model Selection.见解1：为什么不让模型选择？?
Insight 1: why not let the model choose?模型选择。
Select Models.LOO用于模型选择的潜在用户应该重视一些已知的注意事项。
Potential users of LOO for model selection should weigh a few known caveats.因此，每当模型选择施用所有全剂量时，它都会受到惩罚，因此选择更少，更小的剂量。
Whenever the model chooses to administer all full doses, it gets penalized, so instead it 这一步称为模型选择：选择一个生活满意度的线性模型，该模型只有一个属性（attribute），即人均GDP。
This step is called model selection: you selected a linear 任何时候模型选择给予全部剂量时，它就会受到惩罚，因此它会选择更少、更小的剂量。
Whenever the model chooses to administer all full doses, it gets penalized, so instead it 模型选择是从给定数据的一组候选模型中选择统计模型的任务。
Model selection is the task of selecting a statistical 本章第二部分将介绍模型选择技巧。这些技巧对于确定最恰当模型和区分相互竞争的模型特别有用。
The second part of the chapter will present model selection techniques, which will be particularly useful in identifying the best-fitting X增加了超参数调优的重要特性，也称为模型选择。
X adds the important feature of hyperparameter tuning,also known as model selection.由于这些模型被更广泛地合并到关键的业务系统中，因此将可解释性作为模型选择的头等标准非常重要。
As these 交叉验证迭代器也可用于使用GridSearch直接执行模型选择以获得模型的最佳超参数。
Cross validation iterators canalso be used to directly perform model selection using Grid Search for the optimal hyperparameters of the 信息技术互操作性元模型框架(MFI)第9部分：按需模型选择.
Information technology- Metamodel framework for interoperability(MFI)- Part 9:On demand model selection.谷歌的研究人员已经开发出一种人工智能(AI)模型选择方法，以达到创纪录的速度和精度。
Researchers at Google have developed an approach to artificial intelligence(AI) model selection that achieves record speed and precision.只需要1到2小时就足以做出关于模型选择和准确率的初步决定。
We should mention that 1- 2 hours of trainingwas enough to make an initial decision about the chosen model and its accuracy.降低成本、扩大基础设施和增加模型选择是刺激客户接受该技术的先决条件。
Cost reductions, alongside the scale-up of infrastructure and increase in model choices, are a prerequisite to stimulate customer acceptance of the technology.因此，模型选择和供应商选择是许多公司面临的一个常见问题。
Therefore, the choice of models and 大多数AutoML解决方案都处理ML管道的所有部分，包括数据清理、超参数优化和模型选择。
Most AutoML solutions address all parts of the ML pipeline,including data cleanup and hyper-parameter optimization 这章中我们描述和举例说明评估泛化效果的重要方法，而且展示它们怎么应用到模型选择。
In this chapter we describe and illustrate the key methods for perfor- mance assessment,and show how they are used to select models.这个过程称之为模型选择：你为生活满意度选择了一个线性模型，该模型只有一个属性，就是人均GDP（见以下公式）。
This step is called model selection: you selected a linear 然而，常常很难判断那一部分数据是噪音（参见模型选择、测试集、最小描述长度、贝叶斯推断等等）。
However, often difficult todeduce which part of the data is noise(cf. model selection, test set, minimum description length, Bayesian inference, etc.).本章将提供对题为"变量和模型选择技巧"的第3部分所处理主题的一个概述，同时还要说明其中所含各章的结构。
The chapter will provide an overview of the subject treated in section 3,entitled" Variable and model selection techniques", together with a description of the structure of the chapters contained therein.由CNUCE开发的代码使用一种详细的交通量模型，包括卫星星座，并考虑了爆炸、碰撞和RORSAT漏失等几种来源模型选择。
The code, developed at CNUCE, makes use of a detailed traffic 
