机器学习

Based on the statistical learning theory and optimization theory, SVMs have been successfully applied to many fields such as pattern recognition, regression and etc.Training an SVM amounts to solving a convex quadratic programming problem.

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问题，本文主要是从最优化理论和算法的角度对支持向量机中的最优化问题进行研究。

Machine learning is an important subarea of artificial intelligence and one of the theoritical foundation of data mining.

机器学习是人工智能的重要分支，也是数据采掘的理论支柱之一。

The soft-sensing model for the unburned carbon in fly ash is built by using the least square support vector machines.

利用最小二乘支持向量机这种新的机器学习工具，建立了飞灰含碳量的软测量模型。

In many machine learning tasks, people often use labeled data, but unlabeled data contains much useful information, which are helpful for classification.

在许多机器学习的任务中，人们常常使用有标签的数据，但是现实中无标签的数据是大量存在的。

Manual annotation,model building and analysis,and extraction tools serve as visual module; Support Vector Machine,Conditional Random Field are integrated as algorithms.

它集成了"手工标注"，"抽取结果分析与比较"，"应用演示输出"三个可视化工具和"支持向量机"，"条件随机场"两种机器学习算法。

Support vector machine is a new kind of machine learning method.

支持向量机是一种新的机器学习方法。

Support Vector Machine is a new method of machine learning.

支持向量机是一种新的机器学习方法。

Support vector machine is a new type of machine learning way, and has good performance on classification.

支撑向量机是一种较新的机器学习方法，具有比较优异的分类性能。

Applied a novel machine learning algorithm-least squares support vector machines into coal washery daily water consumption times series prediction.

针对选煤厂日用水量时间序列的预测问题，提出应用最小二乘支持向量机这一新的机器学习方法来实现日用水量的短期预测。

Machine learning algorithm always has strict requirement of data set such as good integrity, little redundancy, weak correlation and so on.

机器学习算法对其处理的数据集合一般都有一定要求，比如数据完整性好、数据冗余性少、属性之间相关性小等。

On the other hand, the more important thing is because the urban housing is a kind of heterogeneity products.

另一方面，更重要的是由于城市住房是一种异质性产品。

Climate histogram is the fall that collects place measure calm value, cent serves as cross axle for a few equal interval, the area that the frequency that the value appears according to place is accumulated and becomes will be determined inside each interval, discharge the graph that rise with post, also be called histogram.

气候直方图是将所收集的降水量测定值，分为几个相等的区间作为横轴，并将各区间内所测定值依所出现的次数累积而成的面积，用柱子排起来的图形，也叫做柱状图。