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
- Complex Event Processing: Complex Event Processing (CEP) is a method of tracking and analyzing real-time data from various sources to identify patterns and relationships and derive insights. It involves processing and correlating large volumes of data from multiple ... Read More >>
- Virtual Machines: Virtual Machines (VMs) are software emulations of physical computers that can run multiple operating systems and applications on a single physical machine. VMs are created by using a virtualization software layer that abstracts the underlyi ... Read More >>
- L2 Norm: L2 Norm is a mathematical concept used in Data Science and Artificial Intelligence to measure the magnitude of a vector. It is also known as Euclidean Norm. L2 Norm is calculated by taking the square root of the sum of the squared values of ... Read More >>
Top News
Fidelity boosts valuations of its stakes in Elon Musk’s X and xAI startup, rep...
October saw a 32.37% jump in X's valuation, marking the biggest monthly increase since Fidelity helped Musk buy Twitter for $44 billion in 2022, Axios said....
News Source: Fortune on 2024-12-01
Another safety researcher quits OpenAI, citing the dissolution of 'AGI Readiness...
The list of researchers focused on safety who have left OpenAI over the past year keeps growing....
News Source: Business Insider on 2024-12-01
Return fraud is costing retailers billions. A new AI program can spot when scamm...
Vrai AI claims to distinguish between real and fake products with near perfect accuracy....
News Source: Business Insider on 2024-11-30
Longtime Tesla investor Ross Gerber on why Musk's ties to Trump might not boost ...
Gerber has grown skeptical of Musk's other ventures in recent years, and has said previously that his side projects are hurting the Tesla brand....
News Source: Business Insider on 2024-11-30
3 things you can do before the end of the year to level up your career...
You can take steps now to help boost your career in 2025. Learning AI, volunteering, and starting a side hustle can bring benefits, experts say....
News Source: Business Insider on 2024-11-30