What is a primary application of Support Vector Machines (SVM)?

Practice Questions

Q1
What is a primary application of Support Vector Machines (SVM)?
  1. Image classification
  2. Data encryption
  3. Web development
  4. Database management

Questions & Step-by-Step Solutions

What is a primary application of Support Vector Machines (SVM)?
  • Step 1: Understand what Support Vector Machines (SVM) are. They are a type of machine learning algorithm used for classification tasks.
  • Step 2: Learn that classification means sorting data into different categories or classes.
  • Step 3: Recognize that SVMs are particularly good at handling data that has many features or dimensions, which is common in image data.
  • Step 4: Identify that image classification is the process of identifying and labeling objects within images.
  • Step 5: Conclude that a primary application of SVMs is in image classification tasks, where they help to categorize images based on their content.
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