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What type of learning does SVM primarily utilize?

Practice Questions

Q1
What type of learning does SVM primarily utilize?
  1. Supervised learning
  2. Unsupervised learning
  3. Reinforcement learning
  4. Semi-supervised learning

Questions & Step-by-Step Solutions

What type of learning does SVM primarily utilize?
  • Step 1: Understand what SVM stands for. SVM means Support Vector Machine.
  • Step 2: Learn that SVM is a type of algorithm used in machine learning.
  • Step 3: Identify the main purpose of SVM. It is used for classifying data into different categories.
  • Step 4: Recognize that SVM can also be used for regression, which means predicting continuous values.
  • Step 5: Know that SVM is classified as a supervised learning algorithm, meaning it learns from labeled data.
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