What is the translation of " 标签数据 " in English?

• labeled data
• tag data
• labeled datasets

Examples of using 标签数据 in Chinese and their translations into English

标签数据的缺乏；.
The dearth of labeled data;

通常是少量的带有大量未标记数据的标签数据。
Typically a small amount of label data with a large amount of unlabeled data.

但还有许多机器学习算法并不能直接操作标签数据。
Many machine learning algorithms cannot operate on label data directly.

由输入数据分类：当我们有标签数据，这属于有监督学习问题。
Categorize by the input: If it is a labeled data, it's a supervised learning problem.

标签数据显示，在夜间，这些海鸟在海面上花费了大量的时间闲置。
The tag data revealed that, at night, these seabirds spent a lot of their time idle on the sea surface.

通过输入分类：如果我们有标签数据，这是一个监督学习问题。
Categorize by the input: If it is a labeled data, it's a supervised learning problem.

现代人工视觉系统基于深度神经网络，依赖大规模标签数据来学会将图像映射成人为生成的场景描述。
Modern artificial vision systems are based on deep neural networks that consume large, labeled datasets to learn functions that map images to human-generated scene descriptions.

通过输入分类：如果我们有标签数据，这是一个监督学习问题。
Categorize by input: If we have labeled data, it's a supervised learning problem.

共享标签数据让最新一轮Web应用程序的用户以前所未有的方式搜索和共享数据。
Sharing tag data has allowed users of the latest round of Web applications to search for and share data like never before.

常见的RFID安全或隐私问题是任何拥有兼容读卡器的人都可以读取RFID标签数据。
A common RFID security or privacy concern is that RFID tag data can be read by anyone with a compatible reader.

然而，近来，众包已经成为一个以较低成本获取大量带标签数据的广受欢迎的方法。
However, more recently crowdsourcing has become a popular means to acquire large labeled datasets at lower cost.

由输入数据分类：当我们有标签数据，这属于有监督学习问题。
Categorize by input: If we have labeled data, it's a supervised learning problem.

该公司的平台可帮助公司管理标签数据，实现人工智能应用的快速部署。
The company's platform assists companies in managing labeled data, enable rapid deployment of artificial intelligence applications.

不同于必须对准条码读取的条码阅读器，RFID标签数据可远程读取。
Unlike barcode readers which must be aligned with the barcode, RFID tag data can be read remotely.

RFID标签可以以任何形式附着在产品上，可以为标签数据进行密码加密，提高安全性。
The RFID tag can be attached to the product in any form, and the tag data can be password encrypted to improve security.

使用深度学习，我们可以更好地了解多种语言文本，在使用标签数据方面，也比传统自然语言理解技术高效地多。
Using deep learning, we are able to understand text better across multiple languages and use labeled data much more efficiently than traditional NLP techniques.

那些新的服务型公司也将会把标记业务外包给低成本国家，同时通过合成手段来创建标签数据。
And there will be new service-based companies that will outsource labeling to low-cost countries, as well as create labeled data through synthetic means.

年递交了V4.0草案，它针对带辅助电源和传感器电子标签的特点进行了扩展，包括标签数据存储方式和交互命令。
Draft V4.0 was submitted in 2006 to extend the features of auxiliary power and sensor electronic tags, including tag data storage and interactive commands.

为了做到这一点，我们必须首先能够将任何文本与某一特定话题相关联，而这需要大量的标签数据。
In order to do this, we must be able to map any given text to a particular topic, which requires massive amounts of labeled data.

第一种方法是走出去，自己收集大量的标签数据。
The first way is to go out there and amass a giant stockpile of labeled data on their own.

而且未来也将会产生新的服务型公司，这些公司将标注任务外包给低成本国家，以及通过合成手段来创建标签数据。
And there will be new service-based companies that will outsource labeling to low-cost countries, as well as create labeled data through synthetic means.

标签数据可以与产品的SDS相连结，帮助简化机构过程流，同时满足EHS&S计划。
The label data can be tied to the product's SDS, helping simplify your facility's process flow while meeting EHS&S initiatives.

将标签打印与ERP或其他业务系统集成，以提高标签准确率、打印效率并为标签数据建立单一来源。
Integrate label printing with SAP or other business systems to increase label accuracy, printing efficiency and establish single source of truth for your labeling data.

我们现在必须区分两种数据--原始数据和标签数据。
We now have to distinguish between two kinds of data- there's raw data and labelled data.

有了标签数据，可以比较和排序各种尝试来解决这个问题。
With labeled data, you can compare and rank various attempts to solve the problem.

他们还提供一种标签数据与一个描述性的名称,所以我们的程序可以被读者和我们自己更清楚地理解。
They also provide a way of labelling data with a detailed naming, so our programs can be understood more clearly by the reader and ourselves.

Ng解释到：“对于很多应用程序，我们开始耗尽标签数据。
For a lot of applications,” Ng explained,“we're starting to run out of labeled data.”.

结合了大量未标记的数据和少量标签数据。
It makes use of a large amount of unlabeled data and a small amount of labeled data.

在半监督学习里，我们同时使用未标记数据与少量标签数据，从而提高学习准确性。
In the case of semi-supervised learning, unlabeled examples are used along with a small amount of labeled data to improve learning accuracy.

在许多情况下，无监督学习和监督学习的结合，可以显著提升效果，因为弥补了标签数据组的不足。
In many cases, this combination of unsupervised learning and supervised learning significantly improves performance, as it compensates for the scarcity of labeled data sets.