SVM has better generalization and guarantee the local optimal solution is exactly the global optimal solution. SVM can solve the learning problem of a smaller number of samples.
支持向量机具有小样本、较好的泛化能力、全局最优解等特点，在状态识别领域中表现出优良的特性。
What all this means is that the learning problem consists in not only learning a word to color mapping, but also in learning the peculiar color “maps” your language uses in the first place.
这意味着，学习颜色的问题，不只是简单的在学习一种颜色的名称，而是在建立你的语系所赋予的色彩体系。
The method can transfer the learning problem into a second planning to acquire the optimal solution according to the principle of structure risk minimum under limited samples situation.
该算法能针对在样本有限的情况下，采用结构风险最小化准则，把学习问题转化为一个二次规划问题来获得最优解。
What all this means is that the learning problem consists in not only learning a word to color mapping, but also in learning the peculiar color "maps" your language USES in the first place.
这意味着，学习颜色的问题，不只是简单的在学习一种颜色的名称，而是在建立你的语系所赋予的色彩体系。
Many things such as learning and problem solving can be done by computers, though not in the same way as people do.
许多事情，如学习和解决问题都可以通过计算机来完成，尽管方式与人不同。
We have been learning about the environment at school and the problem of plastic.
我们在学校里一直在学习关于环境和塑料问题的知识。
Her final goal is to link the worlds of art and science back together: She believes that bringing the old recipes to life can help develop a kind of learning that highlights experimentation, teamwork, and problem-solving.
她的最终目标是将艺术和科学的世界重新连接在一起：她相信将古老的方法恢复生气，会有助于形成一种重视实验、团队合作和解决问题的学习方式。
The problem could become that the world will ask us to do too much at this stage of our learning process.
在我们学习过程中的这一阶段，要是世界要求我们做得太多，那么这就可能形成问题。
Learning refers to the ability to absorb and comprehend new information, then apply that knowledge to analysis of the requirements and the formation of an architecture that solves the problem at hand.
学习指的是吸收和理解新信息的能力，然后应用所学到的知识，以便对需求进行分析，并形成解决现有问题的体系结构。
Learning to read is made easier when teachers create an environment where children are given the opportunity to solve the problem of learning to read by reading.
如果老师创造出一种环境，使孩子们能够通过阅读来解决阅读的问题的话，学习阅读就变的简单多了。
The problem is, I have never worked in an office setting and I'm not sure how to go about learning etiquette, how to speak appropriately, etc.
问题是我从来没有在办公室环境工作过，我不知道如何开始学习相关礼节，如何适当措辞等等。
This type of learning could probably be carried out with neural networks, though it is hard to imagine that the problem is simple enough for decision trees.
这种类型的学习通常交给神经网络来完成，虽然很难想象，但用决策树来完成这类问题也很简单。
While Jerry Seinfeld famously insisted on "no hugs and no learning," "Modern Family" is built around the opposite idea: no problem is too big it can't be swept under a hug.
《宋飞正传》里的宋飞坚持“不拥抱、不学习”，而《摩登家庭》的理念与此恰恰相反：没有什么问题是一个拥抱解决不了的。
Poor brain development causes learning disabilities in 2% to 3% of the population, but the problem is more prevalent in males.
有2%到3%的人因大脑发育不良而引发学习障碍，但这类学习障碍者绝大多数是男性。
Another part of the problem of learning language is you have to figure out what the boundaries are between the words.
学习语言的另一个问题是，你必须得确定单词之间的界线是什么？
The problem with a completely new programming paradigm isn't learning a new language.
这是个全新的编程范式，并不像学习一门新语言那么简单。
Overcrowded classrooms have contributed to the problem every bit as much as the traditions of rote learning and Confucian deference toward teachers.
与死记硬背的传统和教师不再尊重儒学一道，过度拥挤的课堂是问题的原因所在。
More generally, classification learning is appropriate for any problem where deducing a classification is useful and the classification is easy to determine.
更一般地说，对于那些有用的分类系统，和容易判断的分类系统，分类学习都适用。
The problem is, of course, that the long break isn't conducive to learning.
当然问题是，如此长的假期对学习并无益处。
Establish whether the identified business problem requires a learning solution.
确定特定商业问题是否需要一个学习方案，如有则建立之。
We can contrast this with the problem of learning color words.
而学习色彩则有很大的不同。
But learning the alternative tools in functional languages can expand the way you look at a problem. Consider these imperative constructs.
但通过学习替代的函数性编程工具，可以扩展您思考问题的方式。
Similarly, with machine learning algorithms, a common problem is over-fitting the data and essentially memorizing the training set rather than learning a more general classification technique.
同样，对于机器学习算法，一个通常的问题是过适合(原文为over -fitting，译者注)数据，以及主要记忆训练集，而不是学习过多的一般分类技术。
Notice something important here: in the classification problem, the goal of the learning algorithm is to minimize the error with respect to the given inputs.
请注意这里提到的一个问题：在分类问题中，学习算法的目标是把给定输入中的错误最小化。
The problem, Poldrack said, is that the two types of learning seem to be competing with each other, and when someone is distracted, habit learning seems to take over from declarative learning.
波德瑞克说问题就在于这两种学习方法似乎会彼此抗衡，当一个人分心时，习惯式学习方式似乎会取代叙述式学习方式。
Playing is what you should do to diagnose a problem. It's most useful in the first and final stages of the learning process.
演奏中你是应该去诊断出问题所在，在学习中第一步及最后的步骤这是很重要的。
All this just further complicates the problem of learning and retaining the right lessons from the past.
所有这些都会使从过去学习教训或记住这些教训变得更加复杂。
The latter one, i.e. , the goal of learning English is for translation, not for bilingual use, is a problem we can change: the goal of learning English should be bilingual use.
国人学英语总喜欢那些文人墨客的东西，押韵啦，填词啦，习语啦，这一方面是因为学英语的“顶层”是学文学的教授们，另一方面是培养的目标是翻译，而不是双语的应用。
To others, dreams denote night-time learning or problem-solving, even automatic sifting of the mind's detritus, the skimming off of useless information to be dumped like so much mental junk.
其他人认为梦表示夜间学习或解决问题的过程，甚至是思想碎片的自动筛选过程，像清除思想垃圾一样清除无效信息。
To others, dreams denote night-time learning or problem-solving, even automatic sifting of the mind's detritus, the skimming off of useless information to be dumped like so much mental junk.
其他人认为梦表示夜间学习或解决问题的过程，甚至是思想碎片的自动筛选过程，像清除思想垃圾一样清除无效信息。
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