Which of the following is an example of unsupervised learning?
Practice Questions
1 question
Q1
Which of the following is an example of unsupervised learning?
Image classification
Sentiment analysis
Market basket analysis
Spam detection
Market basket analysis is an example of unsupervised learning, where patterns are discovered without labeled outcomes.
Questions & Step-by-step Solutions
1 item
Q
Q: Which of the following is an example of unsupervised learning?
Solution: Market basket analysis is an example of unsupervised learning, where patterns are discovered without labeled outcomes.
Steps: 4
Step 1: Understand what unsupervised learning is. It is a type of machine learning where the model learns from data without any labeled outcomes or answers.
Step 2: Identify examples of unsupervised learning. One common example is market basket analysis, which looks at customer purchase patterns.
Step 3: In market basket analysis, the algorithm finds relationships between items that are bought together without being told what the outcomes are.
Step 4: Confirm that market basket analysis fits the definition of unsupervised learning because it discovers patterns without labeled data.
