Which of the following is NOT a supervised learning algorithm?

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Question: Which of the following is NOT a supervised learning algorithm?

Options:

Correct Answer: K-Means Clustering

Solution:

K-Means Clustering is an unsupervised learning algorithm, while the others are supervised learning algorithms.

Which of the following is NOT a supervised learning algorithm?

Which of the following is NOT a supervised learning algorithm?

Step 1: Understand the difference between supervised and unsupervised learning.
Step 2: Supervised learning uses labeled data to train models, while unsupervised learning does not use labeled data.
Step 3: Identify the algorithms listed in the question.
Step 4: Determine which algorithms are supervised learning algorithms (e.g., Linear Regression, Decision Trees).
Step 5: Identify K-Means Clustering as an algorithm that groups data without labels, making it unsupervised.
Step 6: Conclude that K-Means Clustering is NOT a supervised learning algorithm.

No concepts available.