英语释义

1. the process by which a computer is able to improve its own performance (as in analyzing image files) by continuously incorporating new data into an existing statistical model
An entire subspecialty known as machine learning is devoted to building algorithms that allow computers to develop new behaviors based on experience.
— Adam Piore

片语

machine coordination learning协调机器学习

machine- learning[计] 机器学习（能力）；机器改进（能力）

Applied Machine Learning应用机器学习

Statistical Machine Learning统计机器进修

Machine e Learning机器学习

英汉例句

• so far, a major theme in these machine learning articles has been having algorithms generalize from the training data rather than simply memorizing it.

  到目前为止，众多有关机器学习的文章中一个重要的主题是利用算法对训练数据进行总结归纳，而不是简单的记忆。

• the goal of machine learning is not quite the search for consciousness that seems so exciting, but in some ways it comes closest to reaching for what may seem to be the traditional goals of ai.

  机器学习的目标并不完全是寻找意识那么刺激，不过从某些方面说，它更有可能接近达到传统人工智能研究的目标。

• many, many more companies would benefit from leveraging machine learning in their applications to learn from users and past situations.

  此外，还有许多公司在自己的应用程序中应用了机器学习，以便学习用户以及过去的经验，从而获得收益。

• the competition is designed to bring fresh ideas from machine learning and computer science experts. but the challenge is open to anyone.

  这项竞赛被设计用来为机器学习这个领域带来新鲜血液和发现计算机科学专家。但这个竞赛向所有人开放。

• several approaches to machine learning are used to solve problems.

  可以采用一些机器学习方法来解决问题。

• the analytical work involves applying statistical inference and machine learning techniques.

  其分析工作涉及到统计推断及机器学习技术的应用。

• machine learning is a subfield of artificial intelligence concerned with techniques that allow computers to improve their outputs based on previous experiences.

  机器学习是人工智能的一个分支，它涉及通过一些技术来允许计算机根据之前的经验改善其输出。

• but there is a subtle issue that plagues all machine learning algorithms, summarized as the 「no free lunch theorem」.

  但是，对于所有的机器学习算法来说，有一个小小的问题困扰它们，这个问题被总结为「没有免费的午餐定理」。

• he's also working on a system that uses machine learning and natural-language processing to evaluate the validity of incoming data.

  目前，考比亚正设法设计一个利用机器学习能力和自然语言处理系统，对收到数据的真实性进行甄别验证。

• so cosmologists have turned to machine learning algorithms that teach computers to recognize patterns.

  因此宇宙学家转向于能够教会计算机识别不同图形类型的机器学习算法。

• log file analysis is a hot topic in machine learning and monitoring tools.

  日志文件分析在机器学习和监控工具领域是一个非常热门的主题。

• the promising results obtained strongly suggest that advanced machine learning approaches deserve to be considered as a new relevant tool for studying animal behaviour.

  这项非常有成效的结果强有力的证明了，如此先进的机器学习法应该被视为研究动物行为的一种新的相关的工具。

• tom mitchell, a professor of artificial intelligence and machine learning at carnegie mellon university, said the february meeting had changed his thinking.

  卡耐基·梅隆大学的机器学习和人工智能教授汤姆·米切尔表示，这次会议改变了他的观点。

• the competition is designed to bring fresh ideas from machine learning and computer science experts.

  这项竞赛被设计用来为机器学习这个领域带来新鲜血液和发现计算机科学专家。

• thus, many machine learning algorithms will hardly resemble how you yourself might approach a learning task.

  因此，在接到一个学习任务时，很多机器学习算法很难像用你那种方式去工作。

• their android app uses machine learning and image recognition that takes place right on your phone to alert you when you’re chatting your way right into an oncoming smash-up.

  这款安卓系统应用程序通过使用手机的机器学习和图像识别技术，在机主打电话时，随时準备采用手机发出警报来提醒通话者即将到来的危险。

• now, computer scientists from the machine perception laboratory at the university of california, san diego have used machine learning to enable the robot to learn expressions on its own.

  而现在，圣地亚哥加利弗尼亚大学机器感知实验室的计算机科学家们已经可以通过机器人的机器学习能力使它自己教会自己做出面部表情。

• although machine learning is not a new field, it is definitely growing.

  虽然机器学习并不是一个新兴领域，但它的发展速度是毋庸置疑的。