Question: Which of the following is NOT a typical application of clustering?
Options:
Market segmentation
Document classification
Image compression
Time series forecasting
Correct Answer: Time series forecasting
Solution:
Time series forecasting is not a typical application of clustering; it is more related to supervised learning.
Which of the following is NOT a typical application of clustering?
Practice Questions
Q1
Which of the following is NOT a typical application of clustering?
Market segmentation
Document classification
Image compression
Time series forecasting
Questions & Step-by-Step Solutions
Which of the following is NOT a typical application of clustering?
Step 1: Understand what clustering is. Clustering is a method used to group similar items together based on their characteristics.
Step 2: Identify typical applications of clustering. Common applications include customer segmentation, image recognition, and grouping similar documents.
Step 3: Recognize what time series forecasting is. Time series forecasting involves predicting future values based on previously observed values over time.
Step 4: Compare clustering with time series forecasting. Clustering is unsupervised learning (no labels), while time series forecasting is a type of supervised learning (uses labels).
Step 5: Conclude that time series forecasting is not a typical application of clustering.
No concepts available.
Soulshift Feedback×
On a scale of 0–10, how likely are you to recommend
The Soulshift Academy?
