Which of the following is NOT a common application of clustering methods?
Practice Questions
Q1
Which of the following is NOT a common application of clustering methods?
Market segmentation
Image compression
Spam detection
Predictive modeling
Questions & Step-by-Step Solutions
Which of the following is NOT a common application of clustering methods?
Step 1: Understand what clustering methods are. Clustering methods group similar items together based on their features.
Step 2: Identify common applications of clustering. Common applications include customer segmentation, image recognition, and market research.
Step 3: Recognize what predictive modeling is. Predictive modeling uses known data to predict future outcomes, often using supervised learning techniques.
Step 4: Compare clustering methods with predictive modeling. Clustering is unsupervised, meaning it doesn't use labeled data, while predictive modeling is supervised and uses labeled data.
Step 5: Conclude that predictive modeling is not a common application of clustering methods because they serve different purposes.
