What is the translation of " CLUSTER ANALYSIS " in Chinese?

• 聚类分析
• 集群分析
• 分组分析

Examples of using Cluster analysis in English and their translations into Chinese

One of the most common unsupervised learning methods is cluster analysis.
最常见的无监督学习方法是聚类分析。

Cluster analysis divides data into meaningful or useful groups(clusters).
聚类分析就是将数据划分成有意义或有用的组（簇）。

These components may be used as inputs to multiple regression and cluster analysis.
主成分可以用作多元回归和聚类分析的输入。

The goal of cluster analysis is to collect data on a similar basis for classification.
聚类分析的目标就是在相似的基础上对数据进行分类。

Finally, you will explore segmentation modeling to learn the art of cluster analysis.
最后,您将探索分段建模,学习聚类分析的艺术。

Cluster analysis itself is not one specific algorithm, but the general task to be solved.
聚类分析本身不是一个特定的算法，而是要解决的一般任务。

The other is a descriptive model, commonly used cluster analysis modeling techniques.
另一类是描述性模型，通常采用聚类分析的建模技术。

Cluster analysis identified one area of increased HGE risk(relative risk=1.8, p=0.001).
聚类分析发现有个地区HGE的发病率升高(相对危险度=1.8，p=0.001)。

The most widely used unsupervised learning algorithms are Cluster Analysis and Market Basket Analysis..
最广泛使用的无监督学习算法包括集群分析和市场篮分析。

Space-time cluster analysis identified one most likely cluster and two secondary likely clusters..
描统计共发现1个最可能聚集区和2个次要聚集区。

A total of 26 parameters were studied and automated cluster analysis was carried out using the k-means methods.
总共有26参数进行了研究和自动化的聚类分析进行使用k-均值的方法。

Cluster analysis can be performed on AllElectronics customer data to identify homogeneous subpopulations of customers.
可以在AllElectronics的顾客数据上进行聚类分析，识别顾客的同类子群。

For example, a neural network can be used for predictive analytics and for customer segmentation, cluster analysis can be used.
例如，可使用神经网络执行预测分析，而对于客户细分，可以使用集群分析。

Cluster analysis involves applying one or more clustering algorithms with the goal of finding hidden patterns or groupings in a dataset.
聚类分析包括应用一个或多个聚类算法，目标是在数据集中寻找隐藏的模式或分组。

As an example, a neural network might be used for predictive analytics and for client segmentation, cluster analysis might be used.
例如，可使用神经网络执行预测分析，而对于客户细分，可以使用集群分析。

Using cluster analysis is straightforward and quick to use and allows the speakers to be divided into groups with reduced bias from the experimenter.
使用聚类分析是直接和快速的使用，并允许发言者被分成小组与减少偏见，从实验者。

Finally, he settled on four characteristics for what's called a cluster analysis: geography, sex, age group, and method of killing.
最后，他选定了用于聚类分析的4个特征：地理、性别、年龄组和杀害方式。

From a technical perspective, the segmentation process is commonly performed using a combination of predictive analytics and cluster analysis.
从技术角度看，这个划分过程通常通过预测分析和聚类分析的组合来完成。

Explore data through statistical plotting with interactive graphics, algorithms for cluster analysis, and descriptive statistics for large data sets.
通过交互式图形的统计绘图、用于聚类分析的算法和用于大型数据集的描述性统计来探查数据。

Additionally, spatial cluster analysis reveals that 4,700 private-room listings are in fact“ghost hotels” comprising many rooms in a single apartment or build.
此外空间聚类分析显示，有4700个私人房间单位实际上是‘幽灵酒店'。

Preference regression can be used to determine vectors of ideal positions and cluster analysis can identify clusters of positions.
偏好回归可以用来确定理想位置的向量，聚类分析可以识别位置的聚类。

Cluster analysis has shown that fatigue is often part of a cluster of symptoms that includes pain, sleep disturbances, and anxiety/depression(4).
聚类分析显示，疲劳往往是一个集群的症状，包括疼痛，睡眠障碍，焦虑/抑郁(4)的一部分。

From the point of view of shares of the population affected by gains and losses, through cluster analysis APTI paints a mixed picture.
从受损益影响的人口比重来看，通过分组分析得到，年度业绩趋势指数向我们描绘了一副复杂的情景。

Cluster analysis has been widely used in numerous applications, including pattern recognition, data analysis, image processing, and market research.
聚类分析已经广泛地用在许多应用中，包括模式识别，数据分析，图像处理，以及市场研究。

The scores for the Expanded Economic Policy Stance Index and the corresponding country groups-- good, fair and poor-- were obtained by cluster analysis.
扩大经济政策态势指数和相应的各国家组----好、尚可、差----的得分是通过分组分析取得的。

Cluster analysis comparing these genotypes with previously published genotypes indicated that most(n= 78) isolates belonged to the previously described A1.
将这些基因型与先前公布的基因型进行聚类分析，结果显示大部分菌株（78株）属于先前描述的A1.

They also applied cluster analysis methods to sort the patients into four clinically recognizable categories with different responses to commonly used medications.
他们还采用聚类分析的方法根据患者对常规药物的不同反应将患者划分成四种临床类别。

Cluster analysis as such is not an automatic task, but an iterative process of knowledge discovery or interactive multi-objective optimization that involves trial and failure.
这样的聚类分析不是自动任务，而是涉及试验和失败的知识发现或交互式多目标优化的迭代过程。