K-Means
K-Means is a clustering algorithm that partitions n observations into k clusters, where each observation belongs to the cluster with the nearest mean. It is an unsupervised learning algorithm that aims to group similar data points together based on their distance to the centroid of the cluster. The algorithm starts by randomly selecting k centroids, and then iteratively assigns each data point to the nearest centroid and updates the centroid based on the mean of the data points assigned to it. The algorithm stops when the centroids no longer move or a maximum number of iterations is reached.
Your Previous Searches
Random Picks
- Social Network Analysis: Social Network Analysis (SNA) is a method of analyzing social structures through the use of networks and graph theory. It examines the relationships between individuals, groups, organizations, and other social entities. SNA is used to ident ... Read More >>
- ChIP: Chromatin immunoprecipitation (ChIP) is a technique used to study the interaction between proteins and DNA in the cell. It involves the cross-linking of proteins to DNA, followed by the isolation of the protein-DNA complex using an antibody ... Read More >>
- Signature-based IDS: Signature-based IDS (Intrusion Detection System) is a type of security system that identifies malicious activities by comparing them to a database of known attack signatures. The system analyzes network traffic or system logs to detect patt ... Read More >>
Top News
Inside the $3 billion school security industry as shootings continue...
Products like AI surveillance monitoring and collapsible safe rooms have hefty price tags for schools, while bulletproof backpacks and school supplies are marketed to fearful parents....
News Source: CBS News on 2024-11-20
Pew study: 1 in 5 Americans get their news from social media influencers...
Happy Tuesday. Here’s your Tuesday Tech Drop, my collection of the past week’s top stories from the intersection of technology and politics....
News Source: MSNBC on 2024-11-19
AI photos showing girl students with nude bodies roil private school in Pennsylv...
Images that depict the faces of girls with nude bodies have led to the departure of leaders from a private school in Pennsylvania, prompted a student protest and triggered a criminal investigation...
News Source: ABC News on 2024-11-19
A teen boy has been removed from school after fake images of nude female student...
Pennsylvania students held a walkout this month, marching around the campus and chanting, “Hear us. Acknowledge us. See us."...
News Source: Fortune on 2024-11-19
Elon Musk calls Southern Poverty Law Center a 'criminal organization' after doxi...
The SPLC responds after allegations on Musk's X, the platform formerly known as Twitter....
News Source: USA Today on 2024-11-19