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Which of the following algorithms is commonly used for clustering?

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Question: Which of the following algorithms is commonly used for clustering?

Options:

  1. Linear Regression
  2. K-Means
  3. Support Vector Machine
  4. Decision Tree

Correct Answer: K-Means

Solution:

K-Means is a popular clustering algorithm that partitions data into K distinct clusters.

Which of the following algorithms is commonly used for clustering?

Practice Questions

Q1
Which of the following algorithms is commonly used for clustering?
  1. Linear Regression
  2. K-Means
  3. Support Vector Machine
  4. Decision Tree

Questions & Step-by-Step Solutions

Which of the following algorithms is commonly used for clustering?
  • Step 1: Understand what clustering means. Clustering is a way to group similar items together.
  • Step 2: Learn about K-Means. K-Means is a method used to find these groups.
  • Step 3: Know that K-Means works by choosing a number K, which is how many groups you want.
  • Step 4: The algorithm then organizes the data into K groups based on their similarities.
  • Step 5: Each group is called a cluster, and K-Means helps to find these clusters in the data.
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