Questions

BANA 200 LEC B: FNDTNS... 04 COMPLETE | Spot Quiz #4

Multiple choice

Which of the following statements about clustering are correct?

Options

A.Clustering is an unsupervised machine learning technique that groups similar data points without predefined labels.

B.Euclidean distance can be used as a similarity measure for clustering continuous attributes.

C.Clustering methods can be used for customer segmentation, fraud detection, and image compression in business.

D.In clustering, intra-cluster distances should be minimized and inter-cluster distances should be maximized.

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Step-by-Step Analysis

Option 1: "Clustering is an unsupervised machine learning technique that groups similar data points without predefined labels." This captures the core essence of clustering: it operates without labeled targets and seeks to discover natural groupings based on similarity or distance, making it fundamentally unsupervised. Option 2: "Euclidean distance can b......Login to view full explanation

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