Which of the following is NOT a type of clustering algorithm?

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Question: Which of the following is NOT a type of clustering algorithm?

Options:

Correct Answer: K-Nearest Neighbors

Solution:

K-Nearest Neighbors is a classification algorithm, not a clustering algorithm.

Which of the following is NOT a type of clustering algorithm?

Which of the following is NOT a type of clustering algorithm?

Step 1: Understand what clustering algorithms are. Clustering algorithms group similar data points together based on certain features.
Step 2: Identify examples of clustering algorithms. Common examples include K-Means, Hierarchical Clustering, and DBSCAN.
Step 3: Recognize what classification algorithms are. Classification algorithms categorize data points into predefined classes or labels.
Step 4: Identify an example of a classification algorithm. K-Nearest Neighbors (KNN) is a well-known classification algorithm.
Step 5: Compare the two types of algorithms. Since K-Nearest Neighbors is used for classification, it is NOT a clustering algorithm.

No concepts available.