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
- Randomized Controlled Trials: Randomized Controlled Trials (RCTs) are experimental designs used in Data Science and Artificial Intelligence to evaluate the effectiveness of interventions or treatments. RCTs involve randomly assigning participants to either a treatment g ... Read More >>
- Assessment: Assessment is the process of evaluating the performance of a model or algorithm based on a set of predefined metrics. It is a crucial step in the machine learning pipeline as it helps to determine the accuracy and effectiveness of the model ... Read More >>
- Agile: Agile is a project management methodology that emphasizes flexibility, collaboration, and customer satisfaction. In the context of data science and artificial intelligence, Agile is used to manage projects that involve iterative development ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21
Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20
China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20
Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20