The website is in Maintenance mode. We are in the process of adding more features.
Any new bookmarks, comments, or user profiles made during this time will not be saved.

AIML.com

Machine Learning Resources

What are some of the common algorithms used for classification?

Bookmark this question

Logistic regression is the most traditional classification algorithm and preserves many of the advantages in interpretation as linear regression for a continuous outcome. Many algorithms such as Regression, Decision Tree-based methods, and Neural Networks are suitable for both regression and classification and involve only minor tweaks depending on the target context. However, other algorithms only really make sense in the context of classification, and a brief summary is provided for some common such classification-specific algorithms. 

  • Naive Bayes
  • Support Vector Machine (SVM)
  • Discriminant Analysis (LDA/QDA)

Leave your Comments and Suggestions below:

Please Login or Sign Up to leave a comment

Partner Ad  

Find out all the ways
that you can

Explore Questions by Topics

Partner Ad

Learn Data Science with Travis - your AI-powered tutor | LearnEngine.com