Classifier
In Data Science, a classifier is a model that is trained to predict the class or category of a given input data point. It is a supervised learning technique that involves training a model on a labeled dataset, where the input data points are associated with a known class label. The goal of a classifier is to learn a decision boundary that separates the different classes in the input data space. Once the model is trained, it can be used to predict the class label of new, unseen data points. There are various types of classifiers, including binary classifiers, multi-class classifiers, and probabilistic classifiers. Commonly used classifiers in Data Science include logistic regression, decision trees, random forests, support vector machines, and neural networks.
Your Previous Searches
Random Picks
- Annotation: Annotation is the process of adding metadata to data. In the context of data science and artificial intelligence, annotation refers to the process of labeling data with additional information to make it more useful for machine learning algo ... Read More >>
- Linear Predictor: Linear predictor is a statistical model that uses linear regression to predict the value of a dependent variable based on one or more independent variables. In data science, linear predictor is commonly used for tasks such as regression ana ... Read More >>
- Census Data: Census data refers to the demographic and socioeconomic information collected from a population at a specific point in time. In the context of data science, census data is often used to gain insights into the characteristics of a population ... 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