Cluster Analysis
Cluster Analysis is a technique used in Data Science and Artificial Intelligence to group similar data points together based on their characteristics. It is an unsupervised learning method that involves identifying patterns in data without prior knowledge of the outcome. The goal of cluster analysis is to divide a dataset into meaningful and distinct groups, or clusters, that can be used for further analysis or decision-making. There are several methods of cluster analysis, including hierarchical clustering, k-means clustering, and density-based clustering. Each method has its own strengths and weaknesses, and the choice of method depends on the nature of the data and the research question. Cluster analysis is widely used in various fields, such as marketing, biology, and social sciences, to identify customer segments, gene expression patterns, and social networks, respectively.
Your Previous Searches
Random Picks
- Statistical Independence: In the context of Data Science, Statistical Independence is a fundamental concept that refers to the relationship between two or more random variables. When two variables are statistically independent, it means that the occurrence of one do ... Read More >>
- NFS: NFS (Network File System) is a distributed file system protocol that allows users to access files and directories located on remote servers as if they were local. It enables sharing of files and resources across a network, making it easier ... Read More >>
- Categorical Variable: In data science, a categorical variable is a variable that can take on one of a limited, and usually fixed, number of possible values, known as categories or levels. These categories can be nominal, ordinal, or binary. Nominal categories ar ... Read More >>
Top News
Take a look inside Air Force Two, the 155-foot custom jet plane vice presidents ...
Vice President JD Vance flies in a C-32, a customized version of a commercial jetliner featuring a communications center and stateroom....
News Source: Business Insider on 2025-04-03
Amazon joins list of TikTok suitors as deadline for U.S. buyer nears...
Amazon has made a late bid to purchase TikTok, a person familiar with the ongoing White House-led discussions told NBC News....
News Source: NBC News on 2025-04-02
Global scam industry evolving at 'unprecedented scale' despite recent crackdown...
Article URL: https://www.cnn.com/2025/04/02/asia/myanmar-scam-center-crackdown-intl-hnk-dst/index.html Comments URL: https://news.ycombinator.com/item?id=43557655 Points: 3 # Comments: 0...
News Source: CNN on 2025-04-02
The best new science fiction books of April 2025...
From robot rights to ageing and climate change, this month’s science fiction squares up to the big topics, with new titles from authors including Nick Harkaway and Eve Smith...
News Source: New Scientist on 2025-04-02
Pennsylvania's largest coal-fired power plant, now retired, to become gas-powere...
What was once Pennsylvania’s biggest coal-fired power plant is being turned into a $10 billion natural gas-powered data center campus designed to capitalize on Big Tech's fast-growing energy demands...
News Source: ABC News on 2025-04-02