Each company USES huge pools of data to help train sophisticated machine learning algorithms.
每一家公司都在利用海量的数据，帮助训练复杂的机器学习算法。
Like machine learning algorithms themselves, there is no perfect model, just a good enough model.
就像机器学习算法自身一样，没有完美的模型，只有足够好的模型。
Machine learning algorithms are being developed that allow robots and computers to learn autonomously.
机器学习算法正在被开发出来，它允许机器人和计算机进行自主学习。
Genetic algorithms (GA) are optimization and machine learning algorithms inspired by processes of natural evolution.
遗传算法是由受生物进化过程启发而形成的进行优化和机器学习的算法。
"Machine learning" shows the core of machine learning algorithms and theory, and illustrates the algorithm is running.
非常经典的机器学习的英文原版。《机器学习》展示了机器学习中核心的算法和理论，并阐明了算法的运行过程。
The performance of these simple machine learning algorithms depends heavily on the representation of the data they are given.
这些简单的机器学习算法的性能很大程度上取决于他们所得到数据的表现形式（representation）。
We can conclude that when the same feature vector is used, the performance of different machine learning algorithms gets little difference.
可见在使用相同的特征向量，不同的学习算法进行实体关系的识别时，最终性能差别不大。
For example, you may write about the use of machine learning in natural language processing or review sample complexity of machine learning algorithms.
例如，你可以写关于在自然语言处理中使用机器学习的报告或机器学习中各算法的抽样复杂度的比较整理。
The robot used this data as an input for its machine learning algorithms and created a map between its facial expressions and the movements of its muscle motors.
该机器人用这些数据作为其机器学习算法的输入数据，产生一个脸部表情和相应肌肉马达运动之间的信息存储分布图。
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。
It is also designed to work with a high level of automation - making many of the decisions about what data to include, and how to present it, automatically through machine learning algorithms.
它也被设计通过机器学习算法来处理高度自动化的工作，如制定许多决策包括需要哪些数据、如何展示这些数据等。
The field goes by many names, such as connectionism, parallel distributed processing, neuro-computing, natural intelligent systems, machine learning algorithms, and artificial neural networks.
这个领域 有很多术语，例如连接机制、并行分布处理、神经计算、自然智能系统、机器学习算法和人工神经网络。
The method of product feature extraction and analysis can be divided into supervised machine learning methods, semi-supervised machine learning algorithms and unsupervised machine learning algorithm.
产品评价对象的提取与分析的方法主要分为有监督的机器学习方法、半监督的机器学习算法、无监督的机器学习算法。
There are eight features used to form the feature vector for each sentence, and the summarizer is gained by machine learning algorithms, so automatic summarization is changed into classification task.
用这些特征构成句子向量表示，并用机器学习的方法对其进行训练得到器，从而把自动文摘转换为分类问题。
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。
But after that, algorithms designed by machine learning experts, set the temperature automatically.
不过此后，由机器学习方面专家所设计的算法就能接班，开始自动设定温度。
Can a company so enamored with the power of algorithms and machine learning, let the user take control?
作为一个公司，它能这样专注于算法和结构研究，并且让用户来掌控吗？
Software robot simulators not only simplify development work for robotics engineers, but they also give researchers a tool for studying artificial intelligence (AI) algorithms and machine learning.
软件机器人模拟器不但简化了机器人工程师的开发工作，还为研究人工智能(artificial intelligence,AI)算法和机器学习提供了工具。
In machine learning applications, Hadoop has been used as a way to scale genetic algorithms for processing large populations of GA individuals (potential solutions).
在计算机学习用户程序中，Hadoop已经作为处理大量GA个体的规模遗传算法的一种方法(潜在解决方案)。
Apache Mahout is a new open source project by the Apache Software Foundation (ASF) with the primary goal of creating scalable machine-learning algorithms that are free to use under the Apache license.
ApacheMahout是Apache SoftwareFoundation (asf)开发的一个全新的开源项目，其主要目标是创建一些可伸缩的机器学习算法，供开发人员在Apache在许可下免费使用。
They then fed their huge database of calls to computers, to test whether machine learning could help make sense of them, using algorithms like the ones used for human speech recognition.
然后，他们将庞大的声响数据库发送给计算机，以验证机器学习是否能帮助他们理解这些问题，比如使用用于人类语音识别的算法。
Margin-based algorithms which use the large margin principle for feature selection have already played a crucial role in current machine learning research.
利用最大余量原理的特征选择算法在目前的机器学习研究中已经占据了重要的地位。
Molnar's other research in the field includes using machine-learning algorithms in an effort to further understand how humans' listen 'to dog barks.
molnar在这个领域的其他研究包括，使用人工智能来更进一步了解人类是如何“听”狗叫的。
The first experimental-research results — gained from employing machine-learning algorithms and huge databases of human emotions embedded in speech — are just becoming available to speech scientists.
第一批实验性研究的成果刚刚开始为语音学家所用，这些成果是通过使用机器学习算法和有关人声所蕴含的情感的巨大数据库取得的。
It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms.
本课程涵盖了语法、语意及对话处理模型，著重在机器学习或是以语料库为基础的方法及演算法。
SVM transforms machine learning to solve an optimization problem, and to solve a convex quadratic programming problem by the optimization theory and method constructing algorithms.
它将机器学习问题转化为求解最优化问题，并应用最优化理论构造算法来解决凸二次规划问题。
SVM transforms machine learning to solve an optimization problem, and to solve a convex quadratic programming problem by the optimization theory and method constructing algorithms.
它将机器学习问题转化为求解最优化问题，并应用最优化理论构造算法来解决凸二次规划问题。
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