What is the translation of " 探索性分析 " in English?

• exploratory analysis
• exploratory analyses

Examples of using 探索性分析 in Chinese and their translations into English

这称为探索性分析。
This is called exploratory analysis.

探索性分析，规划研究，概率和统计推断。
Exploratory analysis, planning a study, probability, and statistical inference.

探索性分析是大多数数据科学练习的第一步。
Exploratory analysis is your first step in most data science exercises.

无监督学习的两种常见用例是探索性分析和降维。
Two common use-cases for unsupervised learning are exploratory analysis and dimensionality reduction.

这些特性使得该环境对探索性分析非常灵活。
These properties make notebook environments wonderfully flexible for exploratory analysis.

利用机器学习提升产品和业务决策的探索性分析.
Leveraging machine learning in exploratory analyses to improve product and business decisions.

其他探索性分析显示，登革热相关住院率降幅为95.4%（95%CI:88.4%至98.2%）。
Further exploratory analysis showed a 95.4% reduction in the number of hospitalizations associated with dengue fever(95% CI: 88.4% to 98.2%).

探索性分析-不用标准的程序或方法，找到数据里面的模式。
Exploratory analysis- finding patterns within data without standard procedures or methods.

次要终点的探索性分析显示，基线血清阳性者的疫苗有效性为82.2%，基线血清阴性者的疫苗有效性为74.9%；.
Exploratory analyses of secondary endpoints showed 82.2% vaccine efficacy among baseline seropositives and 74.9% vaccine efficacy among baseline seronegatives;

无监督学习在探索性分析中非常有用，因为它可以自动识别数据结构。
Unsupervised learning is very useful in exploratory analysis because it can automatically identify structure in data.

我们还进行了探索性分析，评估语境的作用和有针对性的临床行为。
We also conducted exploratory analyses to assess the role of context and the targeted clinical behaviour.

一项探索性分析确定了在PD-L1表达状态与纳武单抗功效之间存在潜在相关性。
An exploratory analysis established a potential correlation between PD-L1 expression status and efficacy of nivolumab.

探索性分析基于在线正念的癌症康复参与与情绪变化之间的关系，压力的症状,正念,创伤后成长,和灵性。
Exploratory analyses of the associations between online mindfulness-based cancer recovery participation and changes in mood, stress symptoms, mindfulness, posttraumatic growth, and spirituality.

一旦我们通过探索性分析了解更多数据，下一步就是预处理数据进行分析。
Once we know more about the data through exploratory analysis, the next step is pre-processing of data for analysis..

其他探索性分析显示，登革热相关住院率降幅为95.4%（95%CI:88.4%至98.2%）。
Other exploratory analyses showed a 95.4% reduction in dengue-associated hospitalizations(95% CI: 88.4% to 98.2%).

在后期探索性分析中，大多数无痛性淋巴瘤和CLL患者的肿瘤减少倾向于随着时间的推移而改善。
In a posthoc exploratory analysis, tumor reductions in most patients with indolent lymphoma and CLL tended to improve over time.

我所做的最重要的工作就是查看数据，绘制数据并进行探索性分析。
The most important thing I do is simply looking at the data, plotting it and doing exploratory analysis.

交互式分析是在流数据和批数据上进行多个探索性分析。
Interactive analytics runs multiple exploratory analysis on both streaming and batch data.

安然数据描述（PDF）--安然电子邮件数据的探索性分析可以帮助你打好基础。
Description of Enron Data(PDF)- Exploratory analysis of Enron email data that could help you get your grounding.

充分利用各种分析工具-从探索性分析到优化器实验设计，再到石川图等因果工具。
Take advantage of a complete spectrum of analytical tools- from explorative analysis, to design of experiments with optimizers, to cause-and-effect tools like Ishikawa diagrams.

此外，在探索性分析阶段，评估各种技术假设，以帮助选择最适合的机器学习算法。
In addition, various technical assumptions are evaluated during the explorative analytics phase to facilitate the selection of the most appropriate machine learning algorithm.

Morgue街上的谋杀案”以“深刻的探索性分析”为标志。
Murders in the Rue Morgue” was marked by“profound and searching analysis.”.

用于练习探索性分析的最佳数据集应该是有意思的、有趣的和不平凡的（即要求你挖一点来发现所有的见解）。
The best datasets for practicing exploratory analysis should be fun, interesting, and non-trivial(i.e. require you to dig a little to uncover all the insights).

在进行机器学习之前，应该进行大量的探索性分析。
Before turning to machine learning, a sufficient amount of exploratory analysis should be carried out.

迭代您的探索性分析就像编写描述您要对数据做什么的段落一样简单。
Iterating through your exploratory analysis is as easy as writing a paragraph describing what you want to do to the data.

探索性分析(Exploratoryanalysis)：在没有标准的流程或方法的情况下从数据中发掘模式。
Exploratory analysis- finding patterns within data without standard procedures or methods.

如何开展探索性数据分析(EDA)?
What is exploratory data analysis(EDA)?

探索性数据分析提供了探索和分析大量流数据源的机制，以获得新的见解和决策。
Exploratory data analysis provides mechanisms to explore and analyze massive streaming data sources to gain new insights and inform decisions.

我们刚刚看到了如何使用panda在Python中进行探索性分析。
We just saw how we can do exploratory analysis in Python using Pandas.

然而我发现，很多人对于探索性分析究竟是什么有着根本性的误解。
What I find is that many people have a fundamental misunderstanding of what discovery analytics is all about.