Which of the following algorithms is primarily associated with unsupervised learning?

Options

  • A. Decision Tree
  • B. K-means Clustering
  • C. Linear Regression
  • D. More than one of the above
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

B. K-means Clustering

Detailed Explanation

K-means Clustering is an unsupervised learning algorithm. It groups data points into clusters based on similarity without requiring predefined class labels in the training data.