Naive Bayes classifiers often break down when the size of the training examples per class are not balanced or when the data is not independent enough.
当各类的训练示例的大小不平衡，或者数据的独立性不符合要求时，Naive Bayes分类器会出现故障。
This method greatly reduces the number of training examples and so improves the training speed of SVM, without the loss in generalization performance.
在保证支撑矢量机的分类能力情况下，该方法大大地减少了训练样本的个数，同时提高了支撑矢量机的训练速度。
We can learn a set of fuzzy production rules which are learned from training examples have poor reasoning accuracy with respect to the training examples.
我们从训练事例中可以学习得到一组模糊产生规则，但这组规则对于相应训练事例的推理精度一般都有待提高。
The key problem of training support vector machines is how to solve quadratic programming problem, but for large training examples, the problem is too difficult.
训练支持向量机的本质问题就是求解二次规划问题，但对大规模的训练样本来说，求解二次规划问题困难很大。
Concept learning can be formulated as a problem of searching through a predefined space of potential hypotheses for the hypothesis that best fits the training examples.
概念学习可以看作是一个搜索过程，它在预定义的假设空间中按着某种搜索策略进行搜索，使学到的概念与训练样例有最佳的拟合度。
Concept leaning is to induce the general rules from specific training examples and the rules are expected to both cover the positive examples and exclude the negative examples.
概念学习是指从特殊的训练样例中归纳出覆盖正例排斥反例的一般规律。
By the method of estimating the probability distribution of training examples, a new and simple method of dealing with numeric attribute based on example distribution and entropy is turned out.
论文分析了基于熵的离散化方法的不足，从估计训练样本的概率分布的角度出发，提出基于样本分布与熵相结合的处理数值型属性的方法。
Examples of good cross training activities for runners include swimming, aqua jogging, cycling, strength training, yoga, and Pilates.
对于跑步者较好的交叉训练包括游泳，水中慢跑，骑自行车，力量训练，瑜伽和普拉提。
The examination also shows I have a lot fewer examples overall in comparison to the history/science run, because each file is much smaller than either the history or science training set.
此外，与 “历史/科学” 结果相比，得到了示例也少了很多，因为每个文件都比历史或科学训练集小很多。
The first step, called training, creates a model by looking at examples of already classified content and then keeps track of the probabilities that each word is associated with a particular content.
第一个步骤称作训练（training），它将通过查看已分类内容的示例来创建一个模型，然后跟踪与特定内容相关的各个词汇的概率。
These inputs, often called the "training set", are the examples from which the agent tries to learn.
这些输入通常被称作“训练集”（原文为training set，译者注），它们是Agent尝试学习的样本。
Again, I can list several dozen examples when, after training, the Soviet illegals were sent first to Europe, then almost always to Canada, and then relocated to the U.S..
前苏联非法者受训后，首先进入欧洲，之后差不多辗转到加拿大，最后潜入美国。这已是惯用伎俩。
Examples of these resources include budgets, sales forecasts, economic forecasts, analyses of in-house training programs, and a host of other documents that help managers make decisions.
这些资源的实例包括预算，销售预测，经济预测，内部培训方案分析和许多其他的用来帮助管理者作出决策的文件。
A pattern recognition problem is not only specified by a representation, but also by the set of examples given for training and evaluating a classifier in various stages.
模式识别问题不仅与表示方法有关，也跟用于在分类器设计各个阶段进行训练和测试的用例集有关。
The following examples use the Hacme Casino site, which is built by Foundstone with certain vulnerabilities so that it can be used for training purposes (see Resources).
下面例子中使用了Hacme Casino站点，该站点由Foundstone构建，具有几个漏洞，可以用于练习(参见参考资源)。
Defensive wings, in examples, means that the player must play in this position in order to gain anything from this training.
例如，防守型边锋，是在这个位置进行比赛而为了从训练获益的球员。
Some examples of weight-bearing exercises include weight training, walking, hiking, jogging, climbing stairs, tennis, and dancing.
负重运动包括举重训练、竞走、爬山、慢跑、爬楼梯、打网球、和跳舞等。
Examples of functions performed in these environments include customer support, finance, manufacturing education, and training.
在这些环境中执行任务的例子有：客户支持、财务、制造、教育和培训。
Examples are the expenditures for intensive advertising campaigns to introduce new products and the expense of training employees to work with new types of machinery or office equipment.
如介绍新产品的强大广告攻势和培训员工使用新机器或办公设备的支出等。
About 100 successful supporting examples are employed to network training and modify. About 30 examples are employed to check the network, and the result coherent to practice.
用了国内近100条成功支护的井巷例子对网络进行了反复的修正和训练，并用近30条井巷实例进行了检验，其结果与实际相符。
The formation mechanism of transition part shoal, function and arrangement of spur dike and training dike are expounded and living examples are given for explanation.
对过渡段浅滩形成的机理，丁、顺坝的作用和布置等方面进行论述，并以整治实例予以说明。
The examples are computer programs that help an employee to work more safely and productively by supplying very specific training that is interesting and easy to use.
这些例子就是通过提供非常详尽的并且很轻松有趣的培训来帮助员工更安全和更有效的工作的一些计算机程序。
Based on it, we develop a general QHBP training program, and train two different examples.
根据这一算法开发了通用快速同伦BP算法QHBP程序，并对两组不同的样本进行了训练。
Begin with light cardiovascular training. Walking, riding a stationary bicycle, and swimming are great examples.
从轻微的心血管锻炼开始，走路，骑固定自行车，和游泳都是不错的例子。
Begin with light cardiovascular training. Walking, riding a stationary bicycle, and swimming are great examples.
从轻微的心血管锻炼开始，走路，骑固定自行车，和游泳都是不错的例子。
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