Classification
Classification is a supervised learning technique in which an algorithm learns from labeled data to predict the class or category of new, unlabeled data. The goal of classification is to accurately assign new observations to previously defined categories or classes based on their features or attributes. Classification is widely used in various fields such as image recognition, natural language processing, and fraud detection. There are several algorithms used for classification such as decision trees, logistic regression, support vector machines, and k-nearest neighbors. The performance of a classification model is evaluated using metrics such as accuracy, precision, recall, and F1 score.
Your Previous Searches
Random Picks
- Resource Description Framework: Resource Description Framework (RDF) is a standard model for data interchange on the web. It is used to represent information in the form of triples, which consist of a subject, predicate, and object. RDF provides a way to describe resource ... Read More >>
- Statistical Standards: Statistical Standards refer to a set of guidelines and principles that are used to ensure the accuracy, reliability, and consistency of statistical data. These standards are designed to promote transparency and reproducibility in statistica ... Read More >>
- Joining: Joining refers to the process of combining two or more datasets into a single dataset. This is a common operation in data science and artificial intelligence, as it allows analysts to combine data from multiple sources to gain a more comple ... Read More >>
Top News
These are the fastest-growing job titles, according to LinkedIn users | CNN Busi...
Some of the fastest-growing jobs for 2025 barely existed at the turn of the century, according to a new analysis from LinkedIn....
News Source: CNN on 2025-01-11
A man trying to recover a hard drive containing $750 million of bitcoin from a l...
James Howells has been trying to gain access to a landfill site for the past decade, where he believes his hard drive containing a bitcoin fortune is....
News Source: Business Insider on 2025-01-11
A notorious market bear who called the 2000 and 2008 crashes warns we're in the ...
"My impression is that it will end badly," says John Hussman....
News Source: Business Insider on 2025-01-11
China and UK restart economic and financial talks after 6-year hiatus...
China and Britain have restarted economic and financial talks after a six-year hiatus during a visit by Britain’s Treasury chief to Beijing...
News Source: ABC News on 2025-01-11
NATO turned to elite divers to test sabotage protections for critical undersea c...
NATO shared new footage of a recent test of new sensors able to shield undersea cables by special operations divers....
News Source: Business Insider on 2025-01-10