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  1. www.geeksforgeeks.org › ml-classification-vsClassification vs Regression in Machine Learning

    Nov 6, 2023 · Classification and Regression are two major prediction problems that are usually dealt with in Data Mining and Machine Learning. We are going to deal with both Classification and Regression and we will also see differences between them in this article.

  2. www.javatpoint.com › regression-vs-classificationRegression vs Classification in Machine Learning - Javatpoint

    Regression and Classification algorithms are Supervised Learning algorithms. Both the algorithms are used for prediction in Machine learning and work with the labeled datasets. But the difference between both is how they are used for different machine learning problems.

  3. machinelearningmastery.com › classification-versusDifference Between Classification and Regression in Machine ...

    There is an important difference between classification and regression problems. Fundamentally, classification is about predicting a label and regression is about predicting a quantity. I often see questions such as: How do I calculate accuracy for my regression problem?

  4. careerfoundry.com › regression-vs-classificationWhat Is the Difference Between Regression and Classification?

    • What is predictive analytics? Predictive analytics is an area of data analytics that uses existing information to predict future trends or behaviors.
    • What is classification? Classification is the task of predicting or identifying which category (or categories) an observation (or data point) belongs to.
    • What is regression? Unlike classification, which places data into discrete categories, regression problems use input variables to identify continuous values.
    • Classification vs. regression: What is the difference? Given the seemingly clear distinctions between regression and classification, it might seem odd that data analysts sometimes get them confused.

  5. www.springboard.com › regression-vs-classificationRegression vs. Classification in Machine Learning: What's the ...

    Oct 6, 2021 · The most significant difference between regression vs classification is that while regression helps predict a continuous quantity, classification predicts discrete class labels. There are also some overlaps between the two types of machine learning algorithms.

  6. www.statology.org › regression-vs-classificationRegression vs. Classification: What's the Difference? - Statology

    Oct 25, 2020 · This tutorial explains the difference between regression and classification in machine learning.

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  8. www.sharpsightlabs.com › blog › regression-vsRegression vs Classification, Explained - Sharp Sight

    Apr 21, 2021 · This tutorial will quickly explain the difference between regression vs classification in machine learning. I’ll explain what regression is, what classification is, and then compare them so you can understand the difference.